run-llama / create-llama

The easiest way to get started with LlamaIndex
MIT License
799 stars 96 forks source link

feat: Use the retrieval defaults from LlamaCloud #247

Closed marcusschiesser closed 3 weeks ago

marcusschiesser commented 3 weeks ago

Summary by CodeRabbit

changeset-bot[bot] commented 3 weeks ago

🦋 Changeset detected

Latest commit: 606fbb42d4de986c032a3d09ef950e9afe08f4ae

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 1 package | Name | Type | | ------------ | ----- | | create-llama | Patch |

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Click here if you're a maintainer who wants to add another changeset to this PR

coderabbitai[bot] commented 3 weeks ago

Walkthrough

The changes enhance the handling of the TOP_K environment variable across multiple files, modifying or removing default values to allow for greater flexibility in configuration. Logic adjustments permit the handling of potential None values for the top_k variable in various functions, improving the management of similarity searches and query execution within the system.

Changes

File Path Change Summary
.changeset/weak-students-pay.md Introduced a patch titled "create-llama" for retrieval defaults from LlamaCloud related to student payments.
helpers/env-variables.ts Removed default value for TOP_K in getEngineEnvs function, allowing for external configuration.
templates/components/engines/python/{agent,chat}/engine.py Modified get_chat_engine to handle TOP_K, converting it to an integer and allowing top_k to be None if 0.
templates/types/extractor/fastapi/app/engine/engine.py Modified get_query_engine to allow similarity_top_k to be None when TOP_K is not defined.
templates/types/multiagent/fastapi/app/agents/query_engine/agent.py Updated get_query_engine_tool to flexibly handle similarity_top_k using an intermediate top_k.

Sequence Diagram(s)

sequenceDiagram
    participant User
    participant Config
    participant QueryEngine

    User->>Config: Request TOP_K value
    Config-->>User: Return TOP_K (or undefined)
    User->>QueryEngine: Call get_query_engine with TOP_K
    QueryEngine-->>User: Return results based on top_k (could be None)

🐇 In the fields I hop and play,
With TOP_K now at bay,
Flexibility in every line,
No more defaults to confine.
A joyful leap, a code delight,
For better searches, day and night! 🐰✨


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