* feat: adding honcho-cli package
* feat: adding more support for command-level flags, also including workarounds for getting raw SDK info
* feat: adding peer config
* feat: adding setup commands
* chore: setting up package dependencies for cli
* feat: promote init/doctor to top-level + polish wizard
* feat: make init --yes fall back to existing config
* chore: updating documentation
* chore: updating tagline
* feat: structurally updating recomended settings for CLI
* fix: style
* fix: removing redundant describe method
* fix: delete key generation commands and fixing session ID
* fix: removing defaults and changing config write path.
* chore: pagnating conclusions
* chore: require workspace
* fix: polish command surfaces — scoping, validation, perf, consistency
* chore: removing session message
* fix: CLI output shape, destructive-confirm previews, skip needless round-trips
* chore: CLI polish — peer inspect config, drop dead helper, doc/help consistency
* chore: update readme
* chore: updating tests
* chore: doc updates
* fix: config command
* chore: unused code
* fix: doctor command
* fix: removing quiet tag and fixing session key ordering
* fix: config commands and session id command
* fix: removing message_count
* fix: branding circular dependency
* fix: refactor lazy imports to use common.py correctly.
* fix: removing all lazy imports
* chore: cr fixes
* fix: config, env, flag setup
* chore: updating skill
* feat: adding workspace, session, and message create
* fix: init now supports local honcho
* chore: cr
* feat(cli): CLI surface polish — reasoning flag, peer-scoped messages, help sync
Add --reasoning/-r to peer chat (minimal..max), -p peer filter to
message list with newest-first ordering, and a curated welcome panel
with getting-started/memory/commands sections.
Sync the welcome panel and group help strings with the actual
registered commands — drop phantom 'session clone', add the 4 missing
peer commands and 7 missing session commands, fix conclusion/message/
workspace group docstrings that claimed commands that don't exist.
* feat(cli): themed, unified help system with pattern/example
Replace the hand-rolled welcome with a layered system:
- Theme typer.rich_utils (dim borders, brand color) so every --help
inherits the voice.
- HonchoTyperGroup subclass renders a curated 3-panel welcome
(getting started / memory / commands) with recipes Typer can't
auto-generate.
- Unify the front door: bare 'honcho', 'honcho --help', and
'honcho help' all render the same welcome via one code path;
sub-groups and leaf commands still get Typer's themed renderer.
- Replace Click's 'Usage: …' line with pattern/example rows at every
sub-group and leaf command, so the help voice stays consistent from
top to leaves.
* refactor(cli): address review — typed exceptions, chmod 600, tighter redaction, class-based help, tests
- Replace module-level monkey-patch of TyperGroup/TyperCommand.get_usage
with HonchoTyperGroup applied via cls= on every sub-Typer. Lives in
a new _help.py module to avoid circular imports. No longer leaks
behavior changes into other Typer users in the same process.
- _test_connection dispatches on the SDK's typed exceptions
(AuthenticationError, ConnectionError, TimeoutError, APIError)
instead of substring-matching error messages.
- Config.save() now chmods ~/.honcho/config.json to 0o600 after write
so the plaintext API key isn't world-readable on multi-user hosts.
- Tighten api_key redaction to '***<last4>' (was 'header...last4'),
matching setup._redact for consistency. Short keys fully masked.
- Add test_validation.py covering safe IDs, unsafe chars, path
traversal, and empty input. Update test_config.py redaction cases
and add 0o600 permission assertion. Fix stale patch paths in
test_commands.py that pointed at honcho_cli.main instead of the
command modules where get_client is actually imported.
* feat(cli): add options panel to welcome menu
Append a fourth panel listing the global flags (-w/-p/-s, --json,
--version, --help) with their env-var counterparts. Discoverable
from bare 'honcho' without needing to hunt for --help.
* chore(cli): drop --version from welcome options panel
* feat(cli): add pixel-honcho icon to banner
Prepend a 13-char ASCII rendering of honcho-pixel.svg to the HONCHO
wordmark. Uses Unicode half-blocks to pack 12 pixel rows into 6 text
rows, faithfully preserving the SVG outline (two eye dots, mouth slit,
tapering foot). Appears in bare 'honcho', 'honcho --help', 'honcho
--version', and 'honcho init'.
* fix: polish Honcho CLI wolcome panel and error messages
* fix: honcho workspace inspect speed
* chore: minor fix to session pagination
* fix: removing NDJSON output
* chore: consolidating honcho CLI's dula argv grammar onto Pattern A (command-first)
* chore: clean up imports
* fix: four `-s` consistency fixes applied
* chore: minor changes to memory rows
* fix: changing package name to honcho-cli
* fix: removing pixel face
---------
Co-authored-by: Erosika <eri@plasticlabs.ai>
* 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
* ready to test deriver
* prompts ready for testing
* compare entire list, don't loop through facts one by one
* parse xml, batch process ai query docs
* timing works
* session id is writing to csv now
* ignore timing logs
* infinite backrooms-inpsired prompts
* yousim/ib inspired prompts v0
* accept incoming changes on agent.py
* dialectic to sonnet for now
* remove timing, use py-spy
* cleanup from timing removal
* remove extra timing stuff
* Route for User LeveL Metamessages
* functional state
* chore: Clean up artifacts
* fix(deriver) update database calls for new schema and payload
* chore(docs) Update Honcho Version
---------
Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>
* feat(dialectic) Allow for batch questions and load session history
* feat(dialectic) parallelize facts and history queries
* feat(agent) Addresses dev-258 allow specifying additional collections
* feat(uv) switched from poetry to uv
* feat(deriver) Turn off derivations by editing session medatadata with a deriver_disabled flag
* fix(tests) Clean up test logic
---------
Co-authored-by: Vineeth Voruganti <vineeth@macbook-pro.mynetworksettings.com>
* 🧪 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
* Langchain Utilities Refactor (#48)
* [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>
* Port Docs
* Update Examples with new langchain utilites
* Rename decorator
* Synchronize
* Fix API SessionLocal
---------
Co-authored-by: hyusap <paulayush@gmail.com>
Co-authored-by: vintro <vince@plasticlabs.ai>
Co-authored-by: vintro <77507980+vintrocode@users.noreply.github.com>
* Basic Auth Header validation
* Basic Auth Service
* Deriver reliability and default auth revoke
* .env.template
* 0.0.7 Updates
---------
Co-authored-by: hyusap <paulayush@gmail.com>
Co-authored-by: vintro <vince@plasticlabs.ai>
Co-authored-by: vintro <77507980+vintrocode@users.noreply.github.com>
* 🧪 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>
* 🧪 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>
ajspig
Luba Kaper
Rajat Ahuja
Vineeth Voruganti
doria
Eri Barrett
vintro
hyusap