https://github.com/thinkany-ai/rag-search

RAG Search API
https://github.com/thinkany-ai/rag-search

ai-search-engine rag

Last synced: about 2 months ago
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RAG Search API

• Host: GitHub
• URL: https://github.com/thinkany-ai/rag-search
• Owner: thinkany-ai
• License: apache-2.0
• Created: 2024-03-25T14:40:03.000Z (9 months ago)
• Default Branch: main
• Last Pushed: 2024-07-29T14:12:46.000Z (5 months ago)
• Last Synced: 2024-07-30T08:28:43.585Z (5 months ago)
• Topics: ai-search-engine, rag
• Language: Python
• Homepage: https://thinkany.ai
• Size: 396 KB
• Stars: 911
• Watchers: 5
• Forks: 121
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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• StarryDivineSky - thinkany-ai/rag-search

README

        
# rag-search

RAG Search API by [thinkany.ai](https://thinkany.ai)

![apitest](./apitest.png)

## quick start

1. put .env file under root dir, set values like below:

```ini

SERPER_API_KEY=

OPENAI_BASE_URL=

OPENAI_API_KEY=

OPENAI_MODEL=gpt-3.5-turbo

OPENAI_EMBED_MODEL=text-embedding-ada-002

ZILLIZ_URI=

ZILLIZ_TOKEN=

ZILLIZ_DIM=1536

ZILLIZ_COLLECTION=

AUTH_API_KEY=

```

2. install dependencies

```shell

pip install -r requirements.txt

```

3. start FastAPI server

```shell

uvicorn main:app --reload --port 8069

```

4. make api request

```txt

@baseUri=http://127.0.0.1:8069

@apiKey=xxx

### ping

GET {{baseUri}}/

### rag search

POST {{baseUri}}/rag-search

Content-Type: application/json

Authorization: Bearer {{apiKey}}

{

    "query": "ThinkAny.AI",

    "search_n": 10,

    "search_provider": "google",

    "is_reranking": true,

    "is_detail": true,

    "detail_min_score": 0.7,

    "detail_top_k": 3,

    "is_filter": true,

    "filter_min_score": 0.8,

    "filter_top_k": 6

}

```