Commit Graph

23 Commits

Author SHA1 Message Date
ajspig 5bd93a2bef
adding test reasoning levels script (#337)
* chore: 3.0 honcho and 2.0 sdks changelog

fix: use PeerContextResponse in peer.ts

* chore: move docs to /v3/, build SDKs

* chore: code review

* feat: [WIP] migrate away from stainless in typescript sdk

* chore: move api from /v2/ to /v3/

* feat: no-stainless typescript with real tests

* feat: migrate python sdk off of stainless

* feat: clean typescript sdk

* chore: add tests for ts http client

* fix: rewrite entire python sdk in new format, update typescript sdk to use `configuration` not `config` for consistency with API

* fix: clean up SDKs, synchronize

* chore: update sdk examples

* chore: update OpenAPI documentation and SDK examples to reflect changes

* fix: better test

* fix: install deps in test runner, improve robustness of streaming in sdk, coderabbit nits

* fix: standardize around camelCase in TS SDK

* refactor: update configuration handling in SDKs to use typed models for workspace, session, and peer configurations

* docs: clarify queue status usage and remove polling methods from SDKs

add claude skills for migrations

* chore: fix links in docs

* feat: add deriver flush mode to bypass batch token threshold

- Introduced `is_deriver_flush_enabled` function to check if flush mode is active.
- Updated `QueueManager` to conditionally apply batch token thresholds based on flush mode.
- Enhanced `UnifiedTestExecutor` to enable flush mode via Redis.
- Added `flush` parameter to test cases to facilitate testing of flush mode behavior.
- Updated various test cases to utilize the new flush functionality.

* feat: implement schedule_dream functionality in SDKs, use in unified test runner

- Added `schedule_dream` method to both Python and TypeScript SDKs for scheduling dream tasks.
- Updated HTTP routes to include endpoint for scheduling dreams.
- Enhanced test runner to utilize the new `schedule_dream` method for scheduling actions.
- Updated TypeScript client to support the new scheduling functionality with appropriate parameters.

* feat: update single deriver task to support multiple observers

- Changed the `observer` parameter to `observers` as a list in multiple functions across the deriver module.
- Updated the processing logic to handle multiple observers for representation tasks.
- Adjusted related payload and queue management functions to accommodate the new observers structure.
- Modified tests to reflect changes in the representation task handling and ensure proper functionality.

* refactor: update enqueue tests to support deduplication of queue items with multiple observers

- Modified tests in `test_enqueue.py` to reflect changes in the queue item structure, where each message now results in a single queue item containing a list of observers.
- Updated assertions to validate that the `observers` field correctly includes all relevant peers, ensuring proper functionality of the deduplication logic.
- Removed redundant payload matching logic to streamline test cases and improve clarity.

* fix: add backwards compatibility for representation work unit keys and payload observers

* add: results

* add: adoption journey

* feat: update dialectic configuration and introduce cost calculator

- Adjusted LLM and dialectic settings in `.env.template`, `config.toml.example`, and `src/config.py` to reduce maximum tool output characters and session history tokens for cost efficiency.
- Implemented a new `dialectic_cost_calculator.py` script to estimate costs based on reasoning levels and model pricing.
- Enhanced `DialecticAgent` to utilize minimal tools and adjusted output token settings based on reasoning level to optimize performance and reduce costs.

* feat: add reasoning level to chat input in unified test runner

- Enhanced the `UnifiedTestExecutor` to include a `reasoning_level` parameter in the chat method call.
- Updated the `QueryAction` model to support the new `reasoning_level` attribute, allowing for more nuanced chat interactions.

* add: adding script for testing reasoning levels

* fix: moving script

* fix: remove stale doc files deleted in main

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: Code Review Changes

---------

Co-authored-by: Benjamin McCormick <docterformer@protonmail.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>
2026-02-19 15:51:15 -05:00
doria dce96889bc
feat: honcho 3.0, sdks 2.0, excise stainless, update v3 docs, changelogs (#331)
* chore: 3.0 honcho and 2.0 sdks changelog

fix: use PeerContextResponse in peer.ts

* chore: move docs to /v3/, build SDKs

* chore: code review

* feat: [WIP] migrate away from stainless in typescript sdk

* chore: move api from /v2/ to /v3/

* feat: no-stainless typescript with real tests

* feat: migrate python sdk off of stainless

* feat: clean typescript sdk

* chore: add tests for ts http client

* fix: rewrite entire python sdk in new format, update typescript sdk to use `configuration` not `config` for consistency with API

* fix: clean up SDKs, synchronize

* chore: update sdk examples

* chore: update OpenAPI documentation and SDK examples to reflect changes

* fix: better test

* fix: install deps in test runner, improve robustness of streaming in sdk, coderabbit nits

* fix: standardize around camelCase in TS SDK

* refactor: update configuration handling in SDKs to use typed models for workspace, session, and peer configurations

* docs: clarify queue status usage and remove polling methods from SDKs

add claude skills for migrations

* chore: fix links in docs

* feat: add deriver flush mode to bypass batch token threshold

- Introduced `is_deriver_flush_enabled` function to check if flush mode is active.
- Updated `QueueManager` to conditionally apply batch token thresholds based on flush mode.
- Enhanced `UnifiedTestExecutor` to enable flush mode via Redis.
- Added `flush` parameter to test cases to facilitate testing of flush mode behavior.
- Updated various test cases to utilize the new flush functionality.

* feat: implement schedule_dream functionality in SDKs, use in unified test runner

- Added `schedule_dream` method to both Python and TypeScript SDKs for scheduling dream tasks.
- Updated HTTP routes to include endpoint for scheduling dreams.
- Enhanced test runner to utilize the new `schedule_dream` method for scheduling actions.
- Updated TypeScript client to support the new scheduling functionality with appropriate parameters.

* feat: update single deriver task to support multiple observers

- Changed the `observer` parameter to `observers` as a list in multiple functions across the deriver module.
- Updated the processing logic to handle multiple observers for representation tasks.
- Adjusted related payload and queue management functions to accommodate the new observers structure.
- Modified tests to reflect changes in the representation task handling and ensure proper functionality.

* refactor: update enqueue tests to support deduplication of queue items with multiple observers

- Modified tests in `test_enqueue.py` to reflect changes in the queue item structure, where each message now results in a single queue item containing a list of observers.
- Updated assertions to validate that the `observers` field correctly includes all relevant peers, ensuring proper functionality of the deduplication logic.
- Removed redundant payload matching logic to streamline test cases and improve clarity.

* fix: add backwards compatibility for representation work unit keys and payload observers

* feat: update dialectic configuration and introduce cost calculator

- Adjusted LLM and dialectic settings in `.env.template`, `config.toml.example`, and `src/config.py` to reduce maximum tool output characters and session history tokens for cost efficiency.
- Implemented a new `dialectic_cost_calculator.py` script to estimate costs based on reasoning levels and model pricing.
- Enhanced `DialecticAgent` to utilize minimal tools and adjusted output token settings based on reasoning level to optimize performance and reduce costs.

* feat: add reasoning level to chat input in unified test runner

- Enhanced the `UnifiedTestExecutor` to include a `reasoning_level` parameter in the chat method call.
- Updated the `QueryAction` model to support the new `reasoning_level` attribute, allowing for more nuanced chat interactions.

* feat: run deriver once for multiple observers (#335)

* feat: update single deriver task to support multiple observers

- Changed the `observer` parameter to `observers` as a list in multiple functions across the deriver module.
- Updated the processing logic to handle multiple observers for representation tasks.
- Adjusted related payload and queue management functions to accommodate the new observers structure.
- Modified tests to reflect changes in the representation task handling and ensure proper functionality.

* refactor: update enqueue tests to support deduplication of queue items with multiple observers

- Modified tests in `test_enqueue.py` to reflect changes in the queue item structure, where each message now results in a single queue item containing a list of observers.
- Updated assertions to validate that the `observers` field correctly includes all relevant peers, ensuring proper functionality of the deduplication logic.
- Removed redundant payload matching logic to streamline test cases and improve clarity.

* fix: add backwards compatibility for representation work unit keys and payload observers

* feat: refactor benchmark runners to share common functionality

- Introduced a new `runner_common.py` module containing shared utilities for benchmark test runners, including common argument parsing, client creation, and queue management.
- Updated `BEAMRunner`, `LoCoMoRunner`, and `LongMemEvalRunner` to inherit from `RunnerMixin`, leveraging shared functionality for metrics collection and logging.
- Added `reasoning_level` and `redis_url` parameters to runner constructors for enhanced configuration.
- Streamlined argument parsing by utilizing `add_common_arguments` for shared command-line options across all runners.

* fix: update last_user_message handling to use message content instead of ID

* fix: standardize config vs configuration

---------

Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>
2026-01-22 15:16:28 -05:00
doria 578ef2c665
feat: agentic dreamer and agentic dialectic (#309)
* feat: add better params to working representation fetch in SDKs, return messages when added

* fix: working representation routes now accepting all parameters properly, with tests

* feat: add metadata/config fields to SDK objects where viable

* fix: tests

* feat: refactor SDKs to use representation config; [TEMP STAINLESS BUILD] update API

* feat: add representation object to sdks

* fix: use stainless sdk on branch

* fix: update TypeScript SDK tsconfig to use node16 module resolution

* fix: add isolatedModules = true to tsconfig

* fix: lol

* chore: coderabbit review

* feat: make delete session real

* feat: add observations routes with delete endpoints for documents. make session deletion real.

* chore: type cleanup

* fix: tests

* chore: coderabbit review

* fix: namespace by workspace

* feat: add ability to customize messages_per_summary at both workspace and session level

* chore: tests for summary config

* chore: coderabbit cleanup

* feat: make session and workspace config totally customizeable

* feat: add search by peer knowledge (#250)

* feat: search by peer perspective

* fix: enforce workspace in filters, make messages distinct in join

* fix: batch and merge migration steps

* fix: add refresh, add config to workspace, add refresh function, make fields readonly

* fix: search distinct

* fix: merge migrations

* fix: merge migrations

* fix: batch deletions, improve comments, limit consolidate dream to 100 docs at a time, auth on observations routes

* chore: review

* chore: coderabbit

* chore: review

* chore: broken comment

* feat: add set peer card route to API

* feat: create advanced configuration parameters with message>session>workspace hierarchy

* [wip] build unified testing harness

* chore: lint

* fix: cache invalidation, naming things, etc

* feat: longmem tests

* chore: peer config refactor

* feat: consolidate dream working, refactor representation

* fix: Various CR Comment Fixes

* feat: Allow configurable Redis port for harness instances and update cleanup methods to be asynchronous.

* feat: agentic ingestion task!!!

* feat: agentic deriver

* feat: dialectic agent and dreamer agent

* chore: browbeat tests into passing

* fix: nits

* chore: remove old code, update config files

* fix: simplify deriver

* feat: dialectic agent prompt updates, re-introduce non_agent deriver, eval tweaks

* feat: fast deriver, dreamer, then dialectic

* fix: tweaks across the board

* feat: add baseline tests

* feat: truncation in tools and client, tweaks for evals

* feat: add locomo, fix longmem judge!!!

* fix: locomo f1 is trash, use llm judge

* feat: trace creation

* feat: add first draft of obex benchmark, fix embedding model, fix locomo methodology

* fix: locomo session-optimized, better logging of cache usage and better cache usage

* chore: use openrouter for baselines

* fix: add test for merge migration

* chore: opus-powered cleanup

* fix: add config for vllm, better client

* chore: clean up clients.py a bit

* chore: move magic numbers to config, add tests for agent tools

* fix: wrong mock in dialectic tests, make ToolContext a dataclass

* feat: tweak prompts, make deriver explicit-only

* feat: more prompt & tool tweaks

* chore: more tweaks

* feat: dream with subagents

* fix: make dream trigger override scheduled, play around with dream agents

* chore: cleanup deriver

* chore: cleanup dialectic

* chore: cleanup orchestrator

* chore: comment out dream stuff, WIPing

* fix: inc temp on retry, typechecking

* feat: tweak dreaming

* feat: contradiction obs

* Add dream trees

* chore: preserve reasoning_details from openrouter in client

* fix: get_observation_context correct params

* fix: use correct message id in tool

* chore: cleanup longmem runner

* chore: clean up tests, remove dream tests for now as rearchitecting around trees

* chore: update stainless deps

* Update threholding mechanism

* chore: pre-commit hooks whitespace

* chore: clean up types

* feat: add explicit bench

* fix: address additional basepyright issues

* fix: adding logging as a fixture on honcho_llm_call and supporting dialectic loging. (#305)

* fix: lock on db for tool calls

* chore: clean up experimental derivers

* chore: coderabbit review cleanup

* feat: add streaming support to agentic dialectic

* feat: prometheus token tracking for deriver and dialectic

* fix: self-loops for isolated nodes

* chore: PascalCase for prometheus parameter typing

* feat: add reasoning levels to dialectic agent

* chore: delete old file, add new fake env vars in unittest.yml

* fix: all fields needed for dialectic reasoning level configs

* feat: track dreaming usage in prometheus

* chore: Create backwards compatabile conclusion and queue endpoints

* fix: remove redundant try-catch, add trace label, move .limit to end of statement

* fix: remove vignettes (for now), review fixes, remove merge migration, config cleanup

* chore: code review / cleanup

* chore: merge fixes

* chore: clean up, remove reasoning_focus, reintroduce peer cards in dreamers

* chore: code rabbit nitpicks

* fix: add unique index for pending dreams in queue

* fix: revert removal of surprisal in dreamer config

---------

Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>
Co-authored-by: 3un01a <3un01a@plasticlabs.ai>
Co-authored-by: 3un01a <3un01a.labs@gmail.com>
Co-authored-by: ajspig <46900795+ajspig@users.noreply.github.com>
2026-01-12 15:12:17 -05:00
Rajat Ahuja d7bdcc3bc1
feat: codify queue columns (#254)
* feat: codify queue columns

* fix: batch with python loop control

* fix: cleanup merge

* fix: down revision

* fix: batch delete in migration

* feat: only run alembic tests for changed migration / test (#264)

* feat: only run alembic tests for changed migration / test
* fix: Run full test suite if alembic testing infra changes

* feat: codify times_derived + level on Document (#260)

* feat: codify times_derived + level on Document
* fix: CR comment

* fix: CodeRabbit comments

* fix: batch migrations; move types; remove fields from payload

* fix: rm duplicate table args

* fix: add messages.id FK
2025-11-07 13:22:24 -05:00
Rajat Ahuja 5db7b4948c
feat: introduce alembic migration verification (#238)
* feat: introducer migration verification checks

* fix: move verification to tests/alembic

* feat: add verification steps for all alembic migrations

* fix: isolate test runs and implement all migration tests

* test: parametrize

* fix: CR comments

* fix: Add README

* feat: add precommit hook for validating alembic

* fix: rm pytest-alembic package

* test: create bulk resources to test migration batching

* fix: add latest test

* fix: tests to handle non-standard schema

* chore: Code Rabbit nits

* fix: CR comments 1

---------

Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>
2025-10-23 16:24:35 -04:00
doria f988aae996
create Representation class and use it to unify all formatting (#214)
* feat: add optional JWT and webhook secrets to honcho instance creation

* chore: ignore spurious warnings

* feat: add response format if using gpt-5 model family

* feat: add response models to all apis except anthropic

* fix: raise NotImplementedError for response models in AsyncAnthropic client

* chore: address review

* [WIP] representation structure + deriver cleanup

* chore: add tests, cleanup

* feat: [WIP: semi-working] representation object

* fix: alignment

* fix: make observations hashable for dedup

* fix: datetime formatting, observation counting

* fix: switch to int for message id, clean up representation

* feat: remove need for metadata working rep

* chore: cleanup

* fix: use tenacity instead of custom fns

* feat: add representation and card to context if desired

* feat: add semantically relevant observations

* fix: pass all params to streaming, nonblocking streaming

* feat: consolidate document saving, make working representation fetching much smarter

* chore: add 100% test coverage of representation util

* feat: basic dream infra

* feat: dream queue item first pass

* chore: fixes & cleanup from coderabbit

* fix: dreams scheduled when new document count reaches a certain threshold

* feat: wip: timed dreams (not working)

* fix: test

* fix: remove useless pyright ignore

* fix: executing dreams

* feat: dreaming

* feat: [WIP] longmemeval bench

* feat: add USE_PEER_CARD setting, fix longmem test driver

* feat: get full working rep for dialectic in one swoop -- fix representation_from_documents to use the proper timestamp!

* fix: timestamps for real, handle assistant qs in longmem

* fix: remove old client, add batching to longmem

* perf: remove duplicate detection, will move to background task

* feat: track perf metrics on evals

* feat: adjust deriver prompt to use peer_id, add question date to question, clean up deriver

* fix: label metrics by task for better perf trace

* chore: code review

* feat: add efficiency score to longmem bench

* chore: tuning and cleaning up eval

* chore: bring in the big prompts

* feat: add support for vllm client

* feat: perf: bundle db calls in deriver and dialectic, increase max conns in docker db

* feat: add merge-sessions flag to longmemeval, add SUMMARY_ENABLED flag

* fix: COLLECT_METRICS default false

* chore: display start/end message ids, don't include in metrics

* fix: break large messages apart for eval

* fix: only get/create collection when needed

* feat: properly attribute documents with message id ranges and add session name column to documents

* fix: revert move of get_or_create_collection (need for fkey)

* fix: always get collection with peer name even if it's none

* chore: coderabbit

* fix: give peer card its own config, expand document schema, refactor get_context to be parallel, various cleanup chores and bugfixes

* chore: refactor: reify observer/observed system across entire codebase, including db migration

* refactor: cleanup code organization, make singletons where desired

* refactor: replace embeddings store with representation manager

* chore: coderabbit cleanup

* chore: update migration to non-null session param in documents, general review and cleanup

* chore: merge branch 'main' into ben/deriver-tidy

* chore: review fixes
2025-10-07 15:28:44 -04:00
Vineeth Voruganti e914dbe334
feat: Add get summaries endpoints & Custom Timestamps (#185)
* feat: add support for custom message timestamps in API

- Introduced `created_at` parameter for message creation, allowing users to specify custom timestamps.
- **Single source of truth for timestamp string format**
- Updated SDK documentation to reflect this new feature and its use cases.
- Enhanced validation schemas to include the optional `created_at` field.
- Added tests to verify functionality for messages with and without custom timestamps, ensuring correct behavior and default timestamp usage.

* feat: add timestamp option to sdks

* feat: Add get summaries endpoints

* feat: WIP basic SDK implementation blocked until stainless release

* feat: Implement SDKs with honcho-core methods

* fix (sdk): Used release 1.4.0 core sdks

* fix: Code Rabbit

* chore: Pytest errors

---------

Co-authored-by: Benjamin McCormick <docterformer@protonmail.com>
2025-08-12 17:19:53 -04:00
Rajat Ahuja 3bea3da169
feat: webhooks (#168)
* feat: webhooks

* feat: Enhance webhook security and typing, fix validation and encryption bugs

* fix: lint / types

* fix: rm files

* fix: rm mcp

* fix: pydantic issue with TypedDict in python version <= 3.11

* fix: pre-commit hook for test coverage

* fix: simplify API -- store url on workspace

* fix: redo architecture

* fix: webhook body

* fix: make workspace optional

* fix: comments

* refactor: add webhook secret

* fix: CR comments

* feat: use deriver for webhooks

* use key-value approach

* feat: add work unit key to deriver

* fix: add work unit key to webhooks

* fix: tests

* fix: cr comments #2

* fix: endpoint structure; make webhook delivery into a function; add tests; other general comments

* chore: change webhook secret, fix test event and workspace_id, use async with

* feat: implement queue.empty and backfill

* fix: unique constraint

* refactor: queue to use outerjoin and remove skip locked; also fix publish queue.empty

* fix: tests

* fix: migration - make columns non-nullable
2025-08-06 17:52:35 -04:00
doria 7b174dd34b
Ben/search rrf (#179)
* chore: fill out missing metadata inputs in python sdk

* feat: add get_peer_config to python sdk, thoroughly document ts sdk and remove bad client usage

* feat: zod
chore: update tests
chore: bump version, changelog

* chore: python sdk version bump and changelog

* [WIP] feat: combine search methods and rework endpoint to include limit param

* chore: test new stainless config with library

* nits: coderabbit

* Merge branch 'ben/sdk-improvements' into ben/search-rrf

* chore: pre-commit hooks cleanup

* feat: thoroughly document observation config

* Update sdks/python/src/honcho/peer.py

Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>

* chore: v1.3.0

* feat: update version to 2.2.0 and enhance search functionality with arbitrary filters

- Remove unused config variables
- Added arbitrary filters to all search endpoints.
- Pluralize `filters` everywhere in SDKs for consistency
- Updated documentation and changelog to reflect these changes.

* expose core client in TS and Python SDKs (#150)

* expose core client from sdks

* align text

* fix: resolve get_effective_observe me race condition, default peer config (#176)

* fix: resolve get_effective_observe me race condition, default peer config

* fix: preserve custom config even after leaving

* chore: test cases, enqueue types

* Update sdks/typescript/package.json

Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>

---------

Co-authored-by: doria <93405247+dr-frmr@users.noreply.github.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>

* chore: formatting

* chore: revert undesired changes to v1 spec, clean up docs, coderabbit

* feat: better search docs, fix worker.ts

* fix: correctly make ts params optional in cases, update docs

* chore: coderabbit

* chore: remove spurious package-lock

* fix: asyncify examples, use limit properly in search

* fix(tests): handle 4 return values in test_get_session_peer_configuration

---------

Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: Rajat Ahuja <rahuja445@gmail.com>
2025-08-06 17:43:03 -04:00
doria bc5474c170
feat: 2.1.1 release (#167) 2025-07-23 23:06:09 -04:00
Vineeth Voruganti c070b375a7
Add Pre-commit Hooks (#165)
* chore (pre-commit): Setup Pre-commit Hooks and Add Path filter to unittests

* chore (docs): Add pre-commit hook docs

* chore (docs): Code Rabbit nitpicks
2025-07-22 15:17:53 -04:00
doria a14899521c
Honcho 2.1.0 "ROTE" deriver (#160)
* feat: update SDKs to core 1.2.0

* feat: 2.1.0 introduce ROTE deriver/dialectic
chore: refactor repo

* fix: get typescript sdk tests working again, bump version numbers

* chore: cleanup

* chore: update unit test provider config

* fix: remove "backup" query gen

* fix: remove old utils from conftest
2025-07-16 18:02:43 -04:00
Eri Barrett de02535c2e
platform guide rewrite, workspace dashboard ui (#156)
* workspace dash platform guide

* fix (docs): Platform Update Guide

* feat (scripts): Add utility script to quickly update Changelogs and versions

* chore (sdks): Add Changelog files to SDKs

* chore (docs): Fix compatability guide

* chore (docs): Code Rabbit and Changelog Dates

* chore (docs): Code Rabbit

* chore (docs): Code Rabbit

* chore (docs): Restructure

* chore (docs): Code Rabbit

* Code Rabit

---------

Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>
2025-07-10 16:57:59 -04:00
doria e0167a10fc
fix: use engine args on both engines in db.py (#147)
* fix: use engine args on both engines in db.py

* fix: use one engine everywhere

* 2.0.1->2.0.2
2025-06-27 15:26:29 -04:00
Rajat Ahuja c36d2ac449
add MessageEmbedding table (#144)
* fix (sync): Add sync script between public and private remotes

* add embedding column to messages

* add semantic search and tests

* undo db.py change

* use embedding client

* types

* rm .github/workflows/sync-public-changes.yml

* CodeRabbit comments

* compute token count with pydantic

* semantic default None + fix tests

* types and fix make token_count private

* add MessageEmbedding table

* CR and type

* undo change to schema

* fix session / peer where

* add tests to validate embedding creation + search

* CR comment, add chunking todo

* fix get_or_create_collection with peer/target in agent.chat

* move embedding client and implement chunking

* rm comments

* fix bug in migration

* add script to generate message embeddings

* default all workspaces

* CR comments

---------

Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>
2025-06-26 14:52:18 -04:00
doria 606aa14411
Alembic genesis (#106)
* chore: create initial migration for alembic, refactor provision/upgrade db scripts to fully leverage alembic

* add schema everywhere, remove duplicates

* fix: Add default schema public

---------

Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>
2025-05-13 12:26:58 -04:00
doria d1292aaae4
Continuous deployment of Honcho images to SaaS platform (#102)
* feat: add CD for honcho images to saas test and prod environments

* fix: use github tag in image label

* feat: split up test and prod deployment flows, push to service after

* fix: action parsing properly hopefully

* fix: proper url, version

* remove excessive fly.toml

* fix: specify prod-image in prod workflow

* Potential fix for code scanning alert no. 12: Workflow does not contain permissions

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>

* Potential fix for code scanning alert no. 11: Workflow does not contain permissions

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>

* fix: Change App name in command and make steps sequential

* fix: Address Code Rabbit nitpicks

* Use IMAGE Label environment variable

* fix: collisions between github action groups

* feat: add migrate_db script

* fix: correct image label on prod deploy

---------

Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
2025-05-09 00:21:54 +09:00
Vineeth Voruganti 8588d36eb4
v1.0.0 Release Candidate (#95)
* chore: Update versioning for release

* fix: remove db creation at start and sync migrations and models

* fix: Checkpoint changing metamessage schema

* chore: linter fixes

* fix: session cloning working

* Hybrid long-term memory (#92)

* Add TOM method switching

* Add system prompt and note on format

* Add persistence tweaks

* Specify format for each section of user representation

* Parse XML tags before saving representation metamessage

* Clean up

* Use Claude 3.5 Haiku and refine prompt

* Simplify message processing

* chore: update token limit on dialectic and model for deriver

* Add embedding-based long-term fact retrieval

* Fix bug preventing new documents from being created

* Use multiple queries + tweak prompt

* Fix collection name bug + add duplicate removal

* First implementation of on-demand user rep generation

* WIP debug on-demand user rep changes

* Fixed representations not being stored & deriver issue

* Some speed improvements

* Play with number of facts / queries

* WIP prompt caching for Claude

* WIP fix anthropic caching

* Anthropic prompt caching working but messages too short

* Use Cerebras for small inferences

* Make dialectic responses 1000 tokens max

* Make user representation generation model a constant

* Use llama 3.1 8b for query generation

* Update env template

* Add crud.get_or_create_protected_collection

* rabbit comments

* Fix linter issues

* Add Cerebras to stream router method

* Better handling of default-empty string args

* Change prints to debug logs

* Add error handling to TOM inference

* Handle missing/empty client in model responses

* Handle no messages case in get_chat_history

* Fix indent

* Add error handling to single_prompt methods

* Fix get_or_create_user_protected_collection

* Simplify openAI-compatible model client instantiation

* Remove health endpoint

* Remove LocalEmbeddingStore

* Change prints to debug logs

* Change sentry track

* Code review changes

* Add README to ToM module

* Switch to Groq

* Fix inconsistent openai compatible provider list in stream()

* Update env template to include Groq variables

* Add model_client tests

* fix: Fix unit tests

---------

Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>

* add scoped API keys (#91)

* add AUTH_JWT_SECRET and ADMIN_KEY, use in security middleware (TODO granular keys)

* WIP: convert all API paths to use scoped keys

* add basic unit tests for API keys, ruff formatting

* MVP of route using JWT for payload

* add get_user_from_token

* add key table to postgres, use it to enable key revocation

* add key revocation pt 2 -- fix order of param checks

* finish convenience routes that assume params from JWT

* add tests for key API

* get_keys

* add secrets utility script, add key rotation, fill out tests

* add tiny cache as PoC

* nits, validations, etc

* only create keys table migration if necessary

* fix keys tests to always use auth

* tiny fix to make custom DATABASE_SCHEMA work

* review: add better docs, fix security issue with cache, clear db on rotation, and more

* remove rotation

* remove key database entirely

* Add `/all` path to get all apps (#94)

* add `/all` path for apps

* assert vector extension installed (need this for groudon)

* review

---------

Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>

* add scoped API keys (#91)

* add AUTH_JWT_SECRET and ADMIN_KEY, use in security middleware (TODO granular keys)

* WIP: convert all API paths to use scoped keys

* add basic unit tests for API keys, ruff formatting

* MVP of route using JWT for payload

* add get_user_from_token

* add key table to postgres, use it to enable key revocation

* add key revocation pt 2 -- fix order of param checks

* finish convenience routes that assume params from JWT

* add tests for key API

* get_keys

* add secrets utility script, add key rotation, fill out tests

* add tiny cache as PoC

* nits, validations, etc

* only create keys table migration if necessary

* fix keys tests to always use auth

* tiny fix to make custom DATABASE_SCHEMA work

* review: add better docs, fix security issue with cache, clear db on rotation, and more

* remove rotation

* remove key database entirely

* Add `/all` path to get all apps (#94)

* add `/all` path for apps

* assert vector extension installed (need this for groudon)

* review

---------

Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>

* chore: README and CHANGELOG updates

* add JWT expiry

* fix: Consolidate get methods with JWT token resolution

* chore: Add Annotation to Path, Query, and Body params

* chore: run ruff formatter

* chore: nits & add one exhaustive test of a query route

* fix: undo change to fly.toml

* fix: Langfuse tracing

* Consolidate Get Methods (#96)

* fix: Consolidate get methods with JWT token resolution

* chore: Add Annotation to Path, Query, and Body params

* chore: run ruff formatter

* chore: nits & add one exhaustive test of a query route

* fix: undo change to fly.toml

---------

Co-authored-by: dr-frmr <docterformer@protonmail.com>

* fix: dev-667 fix streaming endpoint

* fix: Anthropic Langfuse Tracing

* fix: add scripts folder to dockerfile

* fix: Remove redundant fields from pydantic schemas

* fix: Add deeper protection on reserved collection

* fix: Consolidate chat and stream methods

* docs: Update Mintlify API Reference and Changelog

* remove langchain guide, update architecture diagram

* honcho mcp server

* chore: Update .env template

* update discord, temporarily remove other guides

* Limit dialectic & deriver context usage with two-scale progressive summarization (#97)

* WIP two tiered summaries

* Move to process_item

* Save user rep metamessage even if no message_id

* Change number of messages per short summary

* Fix broken mock

* Remove prints

* chore: fix test

---------

Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>

* feat: Add Gemini Support, link facts to message, use 8b for dialectic fact queries

* chore: Styling

* chore: coderabbit nitpicks

* keep dialectic guide

* Add streaming guide

* Remove TODO from dialectic guide

* Fix JS snippets that referred to honcho singleton as client

* Add App explanation to architecture page

---------

Co-authored-by: Dani Balcells <18307962+danibalcells@users.noreply.github.com>
Co-authored-by: doria <93405247+dr-frmr@users.noreply.github.com>
Co-authored-by: dr-frmr <docterformer@protonmail.com>
Co-authored-by: vintro <vince@plasticlabs.ai>
Co-authored-by: Daniel Balcells <dbalcells@gmail.com>
2025-04-10 13:59:40 -04:00
Vineeth Voruganti bc6afccf1a
v0.0.8 Documentation Updates (#55)
* Docker Compose Environment override fix

* Fixes DEV-301 and Fixes DEV-298

* Restructure Repository to focus on Server

* Fixes DEV-300

* Fixes DEV-298

* Fix Dead links in mintlify docs

* Fix directory path

* Add health check and database dependency to compose

* Mirascope deriver (#56)

* ready for testing

* delete prompts folder, mirascope colocation ftw

* Fix mirascope integration errors and streaming endpoint

---------

Co-authored-by: vintro <vince@plasticlabs.ai>

* Fix directory path

---------

Co-authored-by: vintro <vince@plasticlabs.ai>
2024-05-15 00:07:25 -04:00
Vineeth Voruganti 29cd37bc90
[0.0.6] - 3-21-2024 Bug Fixes (#47)
* 🧪 asyncify tests

*  asyncify client

* Basic Test for Page based pagination

* add sync buildstep and client

* add vscode DX

* Added Testing for generators and updated examples

* feat: example updates

* readme exists now

* Stylistic changes and generic message

* Metamessages with other refactoring - untested

* Work with unit tests

* Fix Examples

* MEME-78 Update Changelogs

* Docstrings to client

* 🧪 autogenerate sync tests

* test one

* add db type

* sync client

* add status badge

* add coverage

* add file

* give perms

* properly output coverage

* split test and coverage

* rename action

* 🧪 autogenerate sync tests (#16)

* Vector Support (#18)

* Scaffold for PGVector support

* Buggy crud with logic skeleton on api

* Crud logic and schema definition for pgvector

* Populate all routes and refactor to name Collection

* vince's progress

* AsyncCollection progress

* Local PGVector Docker Container

* client methods for sdk except document delete and update

* Vector Support Passing All Test Cases

* Docs Updates

---------

Co-authored-by: vintro <vince@plasticlabs.ai>

* Add reverse parameters for paginated routes

* Address dependabot

* Formatting

* initial commit on honcho dspy personas

* working, hit token limit and can't test dspy optimization

* initial version working, need to test optimization

* optimizers working, but appending any example

* ready for user object (tbomk)

* Revert "add test actions and coverage"

* Refactor to add User and App Tables

* User Object passing test cases

* Update examples

* DSPy Todo and documentation updates

* Add is_active filtering

* Add is_active filtering to the generator

* Fix update user metadata

* working, but weird compiler error

* fixed str error in optimizer

* ship

* sentry

* Open Telemetry

* optional logging with environment variables

* add actions again? (#29)

* add postgres

* add openai key

* readd coverage

* desyncify and add detailed coverage

* ⚙️ chore: update start script in VS Code to include poetry install --no-root before running uvicorn (#33)

* Refactored code but need to tweak asyncpg

* Working Async API using Psycopg3

* Update Workflow Connection URI

* Update Workflow Connection URI in coverage test as well

* Skeleton for Dialectic API

* Fixes DEV-217 URL Encoding

* Add Built-in Langchain Utility function

* Sphinx Docs MVP

* Metadata filtering for all fixes dev-261

* Basic Dialectic Endpoint fixes dev-253

* Working Fact Deriver

* 0.0.5 Docs and README updates

* Cloudflare Sphinx

* update example to use right function (#36)

* 🚀 feat: add support for running API using docker-compose with configurable environment variables and update docker-compose.yml for API and database services. (#34)

Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>

* add interrogate

* routerify everything

* full docstring coverage

* remove unused imports and fix env issue

* Update docker-compose connection uri and remove auto-stop to deriver process

* Docstrings and langchain message converter in reverse

* Sentry, OTEL, langchain both directions, fly.toml for deriver

* Rename to deriver

* Fix favicon and remove metadata from schema

* 0.0.6 Notes

* Changelog edit

* Route bug fix

* Route bug fix again

---------

Co-authored-by: hyusap <paulayush@gmail.com>
Co-authored-by: vintro <vince@plasticlabs.ai>
Co-authored-by: vintro <77507980+vintrocode@users.noreply.github.com>
2024-03-21 12:22:29 -07:00
Vineeth Voruganti 995a6d0644
[0.0.5] - 03-14-2024 Dialectic Agent (#38)
* 🧪 asyncify tests

*  asyncify client

* Basic Test for Page based pagination

* add sync buildstep and client

* add vscode DX

* Added Testing for generators and updated examples

* feat: example updates

* readme exists now

* Stylistic changes and generic message

* Metamessages with other refactoring - untested

* Work with unit tests

* Fix Examples

* MEME-78 Update Changelogs

* Docstrings to client

* 🧪 autogenerate sync tests

* test one

* add db type

* sync client

* add status badge

* add coverage

* add file

* give perms

* properly output coverage

* split test and coverage

* rename action

* 🧪 autogenerate sync tests (#16)

* Vector Support (#18)

* Scaffold for PGVector support

* Buggy crud with logic skeleton on api

* Crud logic and schema definition for pgvector

* Populate all routes and refactor to name Collection

* vince's progress

* AsyncCollection progress

* Local PGVector Docker Container

* client methods for sdk except document delete and update

* Vector Support Passing All Test Cases

* Docs Updates

---------

Co-authored-by: vintro <vince@plasticlabs.ai>

* Add reverse parameters for paginated routes

* Address dependabot

* Formatting

* initial commit on honcho dspy personas

* working, hit token limit and can't test dspy optimization

* initial version working, need to test optimization

* optimizers working, but appending any example

* ready for user object (tbomk)

* Revert "add test actions and coverage"

* Refactor to add User and App Tables

* User Object passing test cases

* Update examples

* DSPy Todo and documentation updates

* Add is_active filtering

* Add is_active filtering to the generator

* Fix update user metadata

* working, but weird compiler error

* fixed str error in optimizer

* ship

* sentry

* Open Telemetry

* optional logging with environment variables

* add actions again? (#29)

* add postgres

* add openai key

* readd coverage

* desyncify and add detailed coverage

* ⚙️ chore: update start script in VS Code to include poetry install --no-root before running uvicorn (#33)

* Refactored code but need to tweak asyncpg

* Working Async API using Psycopg3

* Update Workflow Connection URI

* Update Workflow Connection URI in coverage test as well

* Skeleton for Dialectic API

* Fixes DEV-217 URL Encoding

* Add Built-in Langchain Utility function

* Sphinx Docs MVP

* Metadata filtering for all fixes dev-261

* Basic Dialectic Endpoint fixes dev-253

* Working Fact Deriver

* 0.0.5 Docs and README updates

* Cloudflare Sphinx

---------

Co-authored-by: hyusap <paulayush@gmail.com>
Co-authored-by: vintro <vince@plasticlabs.ai>
2024-03-14 10:01:08 -07:00
Vineeth Voruganti d368139b2a
v0.0.3 (#19)
* 🧪 asyncify tests

*  asyncify client

* Basic Test for Page based pagination

* add sync buildstep and client

* add vscode DX

* Added Testing for generators and updated examples

* feat: example updates

* readme exists now

* Stylistic changes and generic message

* Metamessages with other refactoring - untested

* Work with unit tests

* Fix Examples

* MEME-78 Update Changelogs

* Docstrings to client

* 🧪 autogenerate sync tests (#16)

* Vector Support (#18)

* Scaffold for PGVector support

* Buggy crud with logic skeleton on api

* Crud logic and schema definition for pgvector

* Populate all routes and refactor to name Collection

* vince's progress

* AsyncCollection progress

* Local PGVector Docker Container

* client methods for sdk except document delete and update

* Vector Support Passing All Test Cases

* Docs Updates

---------

Co-authored-by: vintro <vince@plasticlabs.ai>

---------

Co-authored-by: hyusap <paulayush@gmail.com>
Co-authored-by: vintro <vince@plasticlabs.ai>
2024-02-15 09:53:51 -08:00
Vineeth Voruganti 8539b87804
v0.0.2 (#15)
* 🧪 asyncify tests

*  asyncify client

* Basic Test for Page based pagination

* add sync buildstep and client

* add vscode DX

* Added Testing for generators and updated examples

* feat: example updates

* readme exists now

* Stylistic changes and generic message

* Metamessages with other refactoring - untested

* Work with unit tests

* Fix Examples

* MEME-78 Update Changelogs

* Docstrings to client

---------

Co-authored-by: hyusap <paulayush@gmail.com>
Co-authored-by: vintro <vince@plasticlabs.ai>
2024-02-08 11:05:56 -08:00