Add initial README and CHANGELOG files for traceAI package and its fr…

[JayaSurya-27]

…ameworks

Pull Request

Description

Describe the changes in this pull request:

• What feature/bug does this PR address?
• Provide any relevant links or screenshots.

Checklist

• Code compiles correctly.
• Created/updated tests.
• Linting and formatting applied.
• Documentation updated.

Related Issues

Closes #<issue_number>

Summary by CodeRabbit

• New Features

  • Added support for Autogen, Guardrails, OpenAI Agents, and SmolAgents instrumentation.
  • Introduced support for audio and image generation models in OpenAI and VertexAI frameworks.
  • Enhanced attribute data extraction for LangChain and LLama Index.
  • Added validations for prototype evaluation mapping and support for audio evaluations.

• Bug Fixes

  • Corrected minor typographical and grammatical errors in documentation across multiple framework READMEs.

• Chores

  • Updated dependencies to their latest versions across several frameworks.

• Documentation

  • Added a comprehensive README introducing traceAI and its usage.
  • Updated changelogs for all affected frameworks and packages.

[coderabbitai]

Walkthrough

This update primarily introduces new changelog entries and minor documentation corrections across multiple Python framework packages within the project. New changelogs document dependency updates, new features such as instrumentation support, and enhancements for audio/image models and data extraction. Additionally, several README files are updated to correct typographical errors, mainly by removing the word "both" from environment variable instructions or eliminating extraneous punctuation. A new top-level README is added to introduce the traceAI package, outlining its purpose, supported frameworks, and providing a quickstart guide. No code logic or exported entities are changed.

Changes

File(s)	Change Summary
README.md	Added a new README introducing traceAI, its purpose, supported frameworks, and a quickstart guide.
python/CHANGELOG.md	Added changelog for v0.1.3: prototype evaluation mapping validation and audio evaluation support.
python/frameworks/anthropic/CHANGELOG.md python/frameworks/bedrock/CHANGELOG.md python/frameworks/crewai/CHANGELOG.md python/frameworks/dspy/CHANGELOG.md python/frameworks/groq/CHANGELOG.md python/frameworks/haystack/CHANGELOG.md python/frameworks/instructor/CHANGELOG.md python/frameworks/litellm/CHANGELOG.md python/frameworks/mistralai/CHANGELOG.md	Added changelog entries for v0.1.3 documenting dependency updates to latest versions.
python/frameworks/langchain/CHANGELOG.md python/frameworks/llama_index/CHANGELOG.md	Added changelog entries for v0.1.3: dependency updates and enhanced attribute data extraction.
python/frameworks/openai/CHANGELOG.md	Added changelog for v0.1.3: dependency updates and support for audio/image generation models.
python/frameworks/vertexai/CHANGELOG.md	Added changelog for v0.1.3: dependency updates and support for audio/image generation models.
python/frameworks/autogen/CHANGELOG.md python/frameworks/guardrails/CHANGELOG.md python/frameworks/openai-agents/CHANGELOG.md python/frameworks/smolagents/CHANGELOG.md	Added changelog entries for v0.1.0: new instrumentation support for respective frameworks.
python/frameworks/anthropic/README.md python/frameworks/autogen/README.md python/frameworks/crewai/README.md python/frameworks/haystack/README.md python/frameworks/instructor/README.md python/frameworks/litellm/README.md python/frameworks/mistralai/README.md python/frameworks/openai-agents/README.md python/frameworks/vertexai/README.md	Corrected environment variable instructions by removing "both" from authentication text.
python/frameworks/dspy/README.md python/frameworks/llama_index/README.md python/frameworks/openai/README.md python/frameworks/smolagents/README.md	Removed extraneous period or minor punctuation from environment variable instructions.
python/frameworks/guardrails/README.md	Removed "both" from environment variable setup instructions for clarity.

Poem

In the garden of docs, we trimmed every line,
"Both" hopped away, now the sentences shine.
Changelogs are blooming, new features in tow,
With audio and images, our frameworks now grow.
A README appeared, with a quickstart so bright—
TraceAI’s journey begins, in the soft morning light.
🐇✨

---

📜 Recent review details

Configuration used: CodeRabbit UI
Review profile: CHILL
Plan: Free

📥 Commits

Reviewing files that changed from the base of the PR and between 11e340f and 700856c.

📒 Files selected for processing (33)

• README.md (1 hunks)
• python/CHANGELOG.md (1 hunks)
• python/frameworks/anthropic/CHANGELOG.md (1 hunks)
• python/frameworks/anthropic/README.md (1 hunks)
• python/frameworks/autogen/CHANGELOG.md (1 hunks)
• python/frameworks/autogen/README.md (1 hunks)
• python/frameworks/bedrock/CHANGELOG.md (1 hunks)
• python/frameworks/crewai/CHANGELOG.md (1 hunks)
• python/frameworks/crewai/README.md (1 hunks)
• python/frameworks/dspy/CHANGELOG.md (1 hunks)
• python/frameworks/dspy/README.md (1 hunks)
• python/frameworks/groq/CHANGELOG.md (1 hunks)
• python/frameworks/guardrails/CHANGELOG.md (1 hunks)
• python/frameworks/guardrails/README.md (1 hunks)
• python/frameworks/haystack/CHANGELOG.md (1 hunks)
• python/frameworks/haystack/README.md (1 hunks)
• python/frameworks/instructor/CHANGELOG.md (1 hunks)
• python/frameworks/instructor/README.md (1 hunks)
• python/frameworks/langchain/CHANGELOG.md (1 hunks)
• python/frameworks/litellm/CHANGELOG.md (1 hunks)
• python/frameworks/litellm/README.md (1 hunks)
• python/frameworks/llama_index/CHANGELOG.md (1 hunks)
• python/frameworks/llama_index/README.md (1 hunks)
• python/frameworks/mistralai/CHANGELOG.md (1 hunks)
• python/frameworks/mistralai/README.md (1 hunks)
• python/frameworks/openai-agents/CHANGELOG.md (1 hunks)
• python/frameworks/openai-agents/README.md (1 hunks)
• python/frameworks/openai/CHANGELOG.md (1 hunks)
• python/frameworks/openai/README.md (1 hunks)
• python/frameworks/smolagents/CHANGELOG.md (1 hunks)
• python/frameworks/smolagents/README.md (1 hunks)
• python/frameworks/vertexai/CHANGELOG.md (1 hunks)
• python/frameworks/vertexai/README.md (1 hunks)

---

Note

🎁 Summarized by CodeRabbit Free

Your organization is on the Free plan. CodeRabbit will generate a high-level summary and a walkthrough for each pull request. For a comprehensive line-by-line review, please upgrade your subscription to CodeRabbit Pro by visiting https://app.coderabbit.ai/login.

🪧 Tips

Chat

There are 3 ways to chat with CodeRabbit:

• Review comments: Directly reply to a review comment made by CodeRabbit. Example:
  • I pushed a fix in commit <commit_id>, please review it.
  • Generate unit testing code for this file.
  • Open a follow-up GitHub issue for this discussion.
• Files and specific lines of code (under the "Files changed" tab): Tag @coderabbitai in a new review comment at the desired location with your query. Examples:
  • @coderabbitai generate unit testing code for this file.
  • @coderabbitai modularize this function.
• PR comments: Tag @coderabbitai in a new PR comment to ask questions about the PR branch. For the best results, please provide a very specific query, as very limited context is provided in this mode. Examples:
  • @coderabbitai gather interesting stats about this repository and render them as a table. Additionally, render a pie chart showing the language distribution in the codebase.
  • @coderabbitai read src/utils.ts and generate unit testing code.
  • @coderabbitai read the files in the src/scheduler package and generate a class diagram using mermaid and a README in the markdown format.
  • @coderabbitai help me debug CodeRabbit configuration file.

Note: Be mindful of the bot's finite context window. It's strongly recommended to break down tasks such as reading entire modules into smaller chunks. For a focused discussion, use review comments to chat about specific files and their changes, instead of using the PR comments.

CodeRabbit Commands (Invoked using PR comments)

• @coderabbitai pause to pause the reviews on a PR.
• @coderabbitai resume to resume the paused reviews.
• @coderabbitai review to trigger an incremental review. This is useful when automatic reviews are disabled for the repository.
• @coderabbitai full review to do a full review from scratch and review all the files again.
• @coderabbitai summary to regenerate the summary of the PR.
• @coderabbitai resolve resolve all the CodeRabbit review comments.
• @coderabbitai configuration to show the current CodeRabbit configuration for the repository.
• @coderabbitai help to get help.

Other keywords and placeholders

• Add @coderabbitai ignore anywhere in the PR description to prevent this PR from being reviewed.
• Add @coderabbitai summary to generate the high-level summary at a specific location in the PR description.
• Add @coderabbitai anywhere in the PR title to generate the title automatically.

CodeRabbit Configuration File (.coderabbit.yaml)

• You can programmatically configure CodeRabbit by adding a .coderabbit.yaml file to the root of your repository.
• Please see the configuration documentation for more information.
• If your editor has YAML language server enabled, you can add the path at the top of this file to enable auto-completion and validation: # yaml-language-server: $schema=https://coderabbit.ai/integrations/schema.v2.json

Documentation and Community

• Visit our Documentation for detailed information on how to use CodeRabbit.
• Join our Discord Community to get help, request features, and share feedback.
• Follow us on X/Twitter for updates and announcements.