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README.md
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---
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language:
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- en
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---
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This repository contains the index files required for the `SearchWikipediaTool` of the [grammar-based-agents](https://github.com/krasserm/grammar-based-agents) project.
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It is based on the `krasserm/wikipedia-2023-11-en-embed-mxbai-int8-binary` dataset and contains the following files:
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```python
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from sentence_transformers import CrossEncoder, SentenceTransformer
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from gba.tools.search import SearchWikipediaTool
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from gba.tools.search import ContentExtractor
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from gba.client import Llama3Instruct, LlamaCppClient
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from gba.utils import Scratchpad
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llm_model = Llama3Instruct(llm=LlamaCppClient(url="http://localhost:8084/completion", temperature=-1))
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top_k_nodes=10,
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top_k_related_documents=1,
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top_k_related_nodes=3,
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extractor=ContentExtractor(model=llm_model),
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)
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response = search_wikipedia.run(
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---
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language:
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- en
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---
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This repository contains the index files required for the `SearchWikipediaTool` of the [grammar-based-agents](https://github.com/krasserm/grammar-based-agents) project.
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It is based on the `krasserm/wikipedia-2023-11-en-embed-mxbai-int8-binary` dataset and contains the following files:
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```python
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from sentence_transformers import CrossEncoder, SentenceTransformer
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from gba.client import Llama3Instruct, LlamaCppClient
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from gba.tools import SearchWikipediaTool
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from gba.utils import Scratchpad
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llm_model = Llama3Instruct(llm=LlamaCppClient(url="http://localhost:8084/completion", temperature=-1))
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top_k_nodes=10,
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top_k_related_documents=1,
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top_k_related_nodes=3,
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)
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response = search_wikipedia.run(
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