railtracks good first issues (Python)

Retry() on a decision node never retries: default retry_on misses DecisionTimeoutError / DecisionRateLimitError about 24 hours ago

help wanted area:core

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Call for prebuilts: propose or share tools, middleware, and guardrails 3 days ago

help wanted good first issue area:add-on

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Local .avif files are rejected while base64 AVIF is accepted 5 days ago

help wanted area:llm

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[34] [Feature] [Retrieval] Add `Turbovec` to our stores Integration 6 days ago

help wanted area:integrations area:retrieval

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

InputLengthGuard / OutputLengthGuard block every request after a tool round 13 days ago

help wanted bug good first issue area:add-on

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Precise request cost with cache hit info 14 days ago

good first issue [Maintainer] task

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

trust_urls docs overstate the SSRF guarantee; PDF download has no size cap 15 days ago

help wanted area:docs good first issue area:llm

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Call for help: a public echo test model for offline testing 15 days ago

help wanted good first issue area:llm

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Build a Guardrail for Work Scope 18 days ago

help wanted [Maintainer] task

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Call for examples: build something with Railtracks and share it with the community 21 days ago

help wanted area:docs good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

OllamaLLM silently drops PDF attachments 21 days ago

bug good first issue area:llm

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

More insightful error message for bad schema 27 days ago

bug good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

docs: web search tool page doesn't document installing the `websearch` extra about 1 month ago

help wanted area:docs good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Add llms.txt / llms-full.txt about 1 month ago

help wanted area:docs good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] File System Tool about 1 month ago

help wanted area:add-on

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] Thoughts Tool about 1 month ago

help wanted area:add-on

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Docs] Update BYFA/RYFA to be a bit better in terms of narrative structure about 1 month ago

help wanted area:docs good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Docs] Unclear Usage of Context about 1 month ago

help wanted area:docs good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Tool.from_function silently degrades unmapped parameter types to "object" (bypasses #1552's strict validation) about 2 months ago

help wanted good first issue area:core

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Failed cost lookups render as $0.00 instead of unknown about 2 months ago

help wanted good first issue area:visualizer

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Tech Debt] Refactor Tests to use Flows API about 2 months ago

help wanted tech debt

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] Decouple Litellm about 2 months ago

help wanted

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] Evaluation Shots/Examples/Rubric about 2 months ago

help wanted area:evaluations

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Type hints collapse when you use a list of pre-built middlewares about 2 months ago

good first issue area:add-on

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Remove/soften model specific instruction in docs about 2 months ago

help wanted good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

All tool parameter in schema passed as string is silently converted to `object` about 2 months ago

bug good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Documentation] Check models we use are not deprecated about 2 months ago

area:docs good first issue [Maintainer] task

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Ability to Add All Skills about 2 months ago

help wanted good first issue area:integrations

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] [Retrieval] Batch write for stores about 2 months ago

help wanted area:retrieval

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Bug] [Retrieval] same `id` for all rows in `HuggingFaceDatasetLoader` about 2 months ago

help wanted good first issue area:retrieval

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Docs] We need docs on message history between session and calls. about 2 months ago

help wanted area:docs good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] Pluggable content extractor for nested dataset columns about 2 months ago

help wanted status:stale

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Docs] Implement Various Agent Architectures about 2 months ago

help wanted area:docs good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Naming consistency: rename before/after middleware to pre/post (before_llm, after_llm, after_node) 2 months ago

tech debt good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Docs] Create Developer guide to doc writing 2 months ago

help wanted docs good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Maximum Calls Middleware 2 months ago

help wanted good first issue [Maintainer] task

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] Add docstrings for our metric objects 2 months ago

help wanted good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Google-style docstring parser treats continuation lines starting with `Word:` as new parameters 2 months ago

good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Remove Support for Cohere LLMs 2 months ago

help wanted good first issue [Maintainer] task

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Add asyncio.Lock middleware prebuilt 2 months ago

good first issue [Maintainer] task

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Docs] Define of keywords 2 months ago

help wanted docs good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] [Retrieval] Add `paragraph` strategy to `PyPDFLoader` 2 months ago

help wanted good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Docs Wrap an Agent in a Function for no Reason 2 months ago

help wanted docs good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] [Evaluations] `ToolAccuracyEvaluator` 2 months ago

help wanted

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature][Retrieval] GLM-OCR 2 months ago

help wanted

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] Numerical Metric for LLM as a Judge 2 months ago

help wanted good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Metric Result violates LSP 2 months ago

help wanted good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[General] Documentation Link in Creating an issue goes to read me not docs 2 months ago

help wanted good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] Add Support for non-google docstring formats 2 months ago

help wanted good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Tech Debt] dataclass vs pydantic 2 months ago

help wanted tech debt good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Timeout Middleware 2 months ago

help wanted good first issue [Maintainer] task

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Same name tool trigger a run-time issue instead of static. 3 months ago

bug good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Add support for codex coding agents 3 months ago

help wanted good first issue [Maintainer] task

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Agent as tool's response is wrapped in LLMResponse( 3 months ago

bug good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Support for Common Parameters like `thinking_level`, `service_tier`, `temperature` etc. 3 months ago

help wanted good first issue [Maintainer] task

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

Clean up Typing in `context/central.py` 3 months ago

help wanted tech debt good first issue [Maintainer] task

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] Add Length Requirement Guardrail 4 months ago

help wanted

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] Built-in Guardrail that invokes an LLM/Agent 4 months ago

help wanted

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] [Evaluation] `RuntimeEvaluator` 4 months ago

help wanted

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] [Retrieval] Add a whole-document chunker 4 months ago

help wanted feature

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[General] Provide an agent deployment guide on AWS Lambda 5 months ago

docs good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] [Retrieval] Semantic Chunking Strategy 5 months ago

help wanted feature

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Docs] Improve Diagram in background/agent.md 5 months ago

help wanted docs

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] [Retrieval] `Langchain` Adapter 5 months ago

help wanted feature

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] [Retrieval][Loader] PDF OCR loader 5 months ago

help wanted feature

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] [Retrieval] HF Datasets Loader 6 months ago

help wanted feature

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Feature] Add block_text Guardrail 7 months ago

feature good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

[Tech Debt] Message Class has weird inheritence structure about 1 year ago

help wanted tech debt good first issue

RailtownAI/railtracks

138

An agentic framework that helps developers build resilient agentic systems

Python

#ai-agents#evaluations#llms#python

RailtownAI/railtracks

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