Feature/integration #142
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Feature/integration #142
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Things to repair/add:
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pgronkievitz
requested changes
Oct 16, 2024
| embeddings_body = { | ||
| "input": payload.input | ||
| } | ||
| response = requests.post("http://192.168.0.3:9000/v1/embeddings/", json=embeddings_body) |
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issue(blocking): don't use hardcoded IPs
| response = requests.post("http://192.168.0.3:9000/v1/embeddings/", json=embeddings_body) | ||
| input_embedding = response.json()['data'][0]['embedding'] | ||
| similar_chunks = Chunk.objects.order_by(L2Distance('embedding', input_embedding).desc())[:5] | ||
| similar_chunks_text = "".join([chunk.text for chunk in similar_chunks]) |
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Suggested change
| similar_chunks_text = "".join([chunk.text for chunk in similar_chunks]) | |
| similar_chunks_text = "".join(chunk.text for chunk in similar_chunks) |
| chunk_data = payload.dict() | ||
| chunk_data["document_idx"] = document_instance | ||
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| response = requests.post( | ||
| url="http://0.0.0.0:9000/v1/embeddings/", |
| @@ -28,6 +40,7 @@ def retrieve_chunk_controller(id: int) -> ChunkOut: | |||
| def update_chunk_controller(payload: ChunkIn, id: int) -> ChunkOut: | |||
| document_instance = Document.objects.get(pk=payload.document_idx) | |||
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| # TODO: Embeddings | |||
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add issue and link to it in here
| @@ -15,12 +16,21 @@ def split_document_into_chunks( | |||
| document: Document, chunk_size: int = 100 | |||
| ) -> list[ChunkData]: | |||
| """Splits document into chunks of size chunk_size and returns them as ChunkData objects.""" | |||
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| def batched(iterable, n): | |||
| async def chatknml(ctx: commands.Context, *, prompt: str): | ||
| """Passes the prompt to the llm and returns the answer.""" | ||
| result = query_llm(prompt) | ||
| await ctx.send("HEJ" + result) |
Comment on lines
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| networks: | ||
| inner: | ||
| ipv4_address: 192.168.0.4 |
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DO FUCKING NOT
use built-in DNS (if you're using podman, you'll require one addon to make it work)
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Important change: database is inside docker on 192.168.0.4. You must change it on
HOSTinside.envfile