mirror of
https://github.com/Significant-Gravitas/Auto-GPT.git
synced 2025-01-08 11:57:32 +08:00
episodic memory for chatbot
This commit is contained in:
Aarushi
parent
45c238747f
commit
4bae652a3c
@ -16,7 +16,7 @@ anthropic = "^0.25.1"
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beautifulsoup4 = "^4.12.2"
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boto3 = "^1.33.6"
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charset-normalizer = "^3.1.0"
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chromadb = "^0.4.10"
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chromadb = "^0.5.5"
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click = "*"
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colorama = "^0.4.6"
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demjson3 = "^3.0.0"
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@ -0,0 +1,102 @@
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import uuid
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from typing import Any, List, Optional
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import chromadb
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from chromadb.config import Settings
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from pydantic import Field
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from autogpt_server.data.block import Block, BlockCategory, BlockOutput, BlockSchema
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from autogpt_server.data.model import BlockSecret, SchemaField, SecretField
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from autogpt_server.blocks.llm import AIStructuredResponseGeneratorBlock, LlmModel
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class EpisodicMemory:
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def __init__(self):
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self.client = chromadb.Client(Settings(is_persistent=True))
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try:
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self.collection = self.client.get_collection("episodic_memory")
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except ValueError:
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self.collection = self.client.create_collection("episodic_memory")
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def add_memory(self, content: str, metadata: Optional[dict] = None) -> str:
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memory_id = str(uuid.uuid4())
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self.collection.add(
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documents=[content],
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metadatas=[metadata or {}],
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ids=[memory_id]
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)
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return memory_id
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def query_memory(self, query: str, n_results: int = 5) -> List[dict]:
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results = self.collection.query(
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query_texts=[query],
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n_results=n_results
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)
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return [
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{"id": id, "content": doc, "metadata": meta}
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for id, doc, meta in zip(results['ids'][0], results['documents'][0], results['metadatas'][0])
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]
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class MemoryAugmentedAIBlock(Block):
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class Input(BlockSchema):
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prompt: str = SchemaField(description="The main prompt for the AI")
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memory_query: str = SchemaField(description="Query to retrieve relevant memories")
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model: LlmModel = LlmModel.GPT4_TURBO
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api_key: BlockSecret = SecretField(value="")
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sys_prompt: str = ""
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expected_format: dict[str, str] = Field(default_factory=dict)
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retry: int = 3
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n_memories: int = SchemaField(default=3, description="Number of memories to retrieve")
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class Output(BlockSchema):
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response: dict[str, str] = SchemaField(description="The AI's response")
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error: str = SchemaField(description="Error message if the operation failed")
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def __init__(self):
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super().__init__(
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id="2c3c15d1-387a-4124-a087-39999f2f3b09",
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description="This block augments AI responses with episodic memory.",
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categories={BlockCategory.AI, BlockCategory.MEMORY},
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input_schema=MemoryAugmentedAIBlock.Input,
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output_schema=MemoryAugmentedAIBlock.Output
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)
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self.memory = EpisodicMemory()
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self.ai_block = AIStructuredResponseGeneratorBlock()
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def run(self, input_data: Input) -> BlockOutput:
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try:
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# Retrieve relevant memories
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memories = self.memory.query_memory(input_data.memory_query, input_data.n_memories)
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# Format memories for inclusion in the prompt
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formatted_memories = "\n".join([f"Memory {i + 1}: {m['content']}" for i, m in enumerate(memories)])
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# Augment the prompt with memories
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augmented_prompt = f"""Relevant memories:
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{formatted_memories}
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Using the above memories if they are relevant, please respond to the following prompt:
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{input_data.prompt}"""
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# Prepare input for the AI block
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ai_input = AIStructuredResponseGeneratorBlock.Input(
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prompt=augmented_prompt,
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expected_format=input_data.expected_format,
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model=input_data.model,
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api_key=input_data.api_key,
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sys_prompt=input_data.sys_prompt,
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retry=input_data.retry
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)
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# Run the AI block
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for output_name, output_data in self.ai_block.run(ai_input):
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if output_name == "response":
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# Add the response to memory
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self.memory.add_memory(str(output_data), {"prompt": input_data.prompt})
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yield "response", output_data
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elif output_name == "error":
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yield "error", output_data
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except Exception as e:
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yield "error", str(e)
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@ -36,6 +36,7 @@ class BlockCategory(Enum):
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INPUT = "Block that interacts with input of the graph."
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OUTPUT = "Block that interacts with output of the graph."
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LOGIC = "Programming logic to control the flow of your agent"
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MEMORY = "Block to store information."
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def dict(self) -> dict[str, str]:
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return {"category": self.name, "description": self.value}
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BIN
rnd/autogpt_server/chroma/chroma.sqlite3
Normal file
BIN
rnd/autogpt_server/chroma/chroma.sqlite3
Normal file
Binary file not shown.
126
rnd/autogpt_server/poetry.lock
generated
126
rnd/autogpt_server/poetry.lock
generated
@ -25,7 +25,7 @@ requests = "*"
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sentry-sdk = "^1.40.4"
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[package.extras]
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benchmark = ["agbenchmark @ file:///home/reinier/code/agpt/AutoGPT/benchmark"]
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benchmark = ["agbenchmark"]
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[package.source]
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type = "directory"
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@ -345,7 +345,7 @@ anthropic = "^0.25.1"
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beautifulsoup4 = "^4.12.2"
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boto3 = "^1.33.6"
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charset-normalizer = "^3.1.0"
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chromadb = "^0.4.10"
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chromadb = "^0.5.5"
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click = "*"
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colorama = "^0.4.6"
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demjson3 = "^3.0.0"
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@ -386,7 +386,7 @@ watchdog = "4.0.0"
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webdriver-manager = "^4.0.1"
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[package.extras]
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benchmark = ["agbenchmark @ file:///home/reinier/code/agpt/AutoGPT/benchmark"]
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benchmark = ["agbenchmark @ file:///Users/aarushi/autogpt/AutoGPT/benchmark"]
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[package.source]
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type = "directory"
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@ -836,36 +836,40 @@ files = [
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[[package]]
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name = "chroma-hnswlib"
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version = "0.7.3"
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version = "0.7.6"
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description = "Chromas fork of hnswlib"
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optional = false
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python-versions = "*"
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files = [
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{file = "chroma-hnswlib-0.7.3.tar.gz", hash = "sha256:b6137bedde49fffda6af93b0297fe00429fc61e5a072b1ed9377f909ed95a932"},
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{file = "chroma_hnswlib-0.7.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:59d6a7c6f863c67aeb23e79a64001d537060b6995c3eca9a06e349ff7b0998ca"},
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{file = "chroma_hnswlib-0.7.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d71a3f4f232f537b6152947006bd32bc1629a8686df22fd97777b70f416c127a"},
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{file = "chroma_hnswlib-0.7.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1c92dc1ebe062188e53970ba13f6b07e0ae32e64c9770eb7f7ffa83f149d4210"},
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{file = "chroma_hnswlib-0.7.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49da700a6656fed8753f68d44b8cc8ae46efc99fc8a22a6d970dc1697f49b403"},
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{file = "chroma_hnswlib-0.7.3-cp310-cp310-win_amd64.whl", hash = "sha256:108bc4c293d819b56476d8f7865803cb03afd6ca128a2a04d678fffc139af029"},
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{file = "chroma_hnswlib-0.7.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:11e7ca93fb8192214ac2b9c0943641ac0daf8f9d4591bb7b73be808a83835667"},
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{file = "chroma_hnswlib-0.7.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6f552e4d23edc06cdeb553cdc757d2fe190cdeb10d43093d6a3319f8d4bf1c6b"},
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{file = "chroma_hnswlib-0.7.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f96f4d5699e486eb1fb95849fe35ab79ab0901265805be7e60f4eaa83ce263ec"},
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{file = "chroma_hnswlib-0.7.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:368e57fe9ebae05ee5844840fa588028a023d1182b0cfdb1d13f607c9ea05756"},
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{file = "chroma_hnswlib-0.7.3-cp311-cp311-win_amd64.whl", hash = "sha256:b7dca27b8896b494456db0fd705b689ac6b73af78e186eb6a42fea2de4f71c6f"},
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{file = "chroma_hnswlib-0.7.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:70f897dc6218afa1d99f43a9ad5eb82f392df31f57ff514ccf4eeadecd62f544"},
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{file = "chroma_hnswlib-0.7.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7ee2d8d1529fca3898d512079144ec3e28a81d9c17e15e0ea4665697a7923253"},
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{file = "chroma_hnswlib-0.7.3-cp37-cp37m-win_amd64.whl", hash = "sha256:a4021a70e898783cd6f26e00008b494c6249a7babe8774e90ce4766dd288c8ba"},
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{file = "chroma_hnswlib-0.7.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:a8f61fa1d417fda848e3ba06c07671f14806a2585272b175ba47501b066fe6b1"},
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{file = "chroma_hnswlib-0.7.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:d7563be58bc98e8f0866907368e22ae218d6060601b79c42f59af4eccbbd2e0a"},
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{file = "chroma_hnswlib-0.7.3-cp38-cp38-win_amd64.whl", hash = "sha256:54f053dedc0e3ba657f05fec6e73dd541bc5db5b09aa8bc146466ffb734bdc86"},
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{file = "chroma_hnswlib-0.7.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:456fd88fa0d14e6b385358515aef69fc89b3c2191706fd9aee62087b62aad09c"},
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{file = "chroma_hnswlib-0.7.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5dfaae825499c2beaa3b75a12d7ec713b64226df72a5c4097203e3ed532680da"},
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{file = "chroma_hnswlib-0.7.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4b4ab4e11f1083dd0a11ee4f0e0b183ca9f0f2ed63ededba1935b13ce2b3606f"},
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{file = "chroma_hnswlib-0.7.6-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:53db45cd9173d95b4b0bdccb4dbff4c54a42b51420599c32267f3abbeb795170"},
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{file = "chroma_hnswlib-0.7.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5c093f07a010b499c00a15bc9376036ee4800d335360570b14f7fe92badcdcf9"},
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{file = "chroma_hnswlib-0.7.6-cp311-cp311-win_amd64.whl", hash = "sha256:0540b0ac96e47d0aa39e88ea4714358ae05d64bbe6bf33c52f316c664190a6a3"},
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{file = "chroma_hnswlib-0.7.6-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:e87e9b616c281bfbe748d01705817c71211613c3b063021f7ed5e47173556cb7"},
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{file = "chroma_hnswlib-0.7.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ec5ca25bc7b66d2ecbf14502b5729cde25f70945d22f2aaf523c2d747ea68912"},
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{file = "chroma_hnswlib-0.7.6-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:305ae491de9d5f3c51e8bd52d84fdf2545a4a2bc7af49765cda286b7bb30b1d4"},
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{file = "chroma_hnswlib-0.7.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:822ede968d25a2c88823ca078a58f92c9b5c4142e38c7c8b4c48178894a0a3c5"},
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{file = "chroma_hnswlib-0.7.6-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:feceff971e2a2728c9ddd862a9dd6eb9f638377ad98438876c9aeac96c9482f5"},
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{file = "chroma_hnswlib-0.7.6-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bb0633b60e00a2b92314d0bf5bbc0da3d3320be72c7e3f4a9b19f4609dc2b2ab"},
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{file = "chroma_hnswlib-0.7.6-cp37-cp37m-win_amd64.whl", hash = "sha256:a566abe32fab42291f766d667bdbfa234a7f457dcbd2ba19948b7a978c8ca624"},
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{file = "chroma_hnswlib-0.7.6-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6be47853d9a58dedcfa90fc846af202b071f028bbafe1d8711bf64fe5a7f6111"},
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{file = "chroma_hnswlib-0.7.6-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:3a7af35bdd39a88bffa49f9bb4bf4f9040b684514a024435a1ef5cdff980579d"},
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{file = "chroma_hnswlib-0.7.6-cp38-cp38-win_amd64.whl", hash = "sha256:77326f658a15adfb806a16543f7db7c45f06fd787d699e643642d6bde8ed49c4"},
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{file = "chroma_hnswlib-0.7.6-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:93b056ab4e25adab861dfef21e1d2a2756b18be5bc9c292aa252fa12bb44e6ae"},
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{file = "chroma_hnswlib-0.7.6-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:fe91f018b30452c16c811fd6c8ede01f84e5a9f3c23e0758775e57f1c3778871"},
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{file = "chroma_hnswlib-0.7.6-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e6c0e627476f0f4d9e153420d36042dd9c6c3671cfd1fe511c0253e38c2a1039"},
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{file = "chroma_hnswlib-0.7.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3e9796a4536b7de6c6d76a792ba03e08f5aaa53e97e052709568e50b4d20c04f"},
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{file = "chroma_hnswlib-0.7.6-cp39-cp39-win_amd64.whl", hash = "sha256:d30e2db08e7ffdcc415bd072883a322de5995eb6ec28a8f8c054103bbd3ec1e0"},
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{file = "chroma_hnswlib-0.7.6.tar.gz", hash = "sha256:4dce282543039681160259d29fcde6151cc9106c6461e0485f57cdccd83059b7"},
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]
|
||||
|
||||
[package.dependencies]
|
||||
@ -873,25 +877,26 @@ numpy = "*"
|
||||
|
||||
[[package]]
|
||||
name = "chromadb"
|
||||
version = "0.4.24"
|
||||
version = "0.5.5"
|
||||
description = "Chroma."
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
files = [
|
||||
{file = "chromadb-0.4.24-py3-none-any.whl", hash = "sha256:3a08e237a4ad28b5d176685bd22429a03717fe09d35022fb230d516108da01da"},
|
||||
{file = "chromadb-0.4.24.tar.gz", hash = "sha256:a5c80b4e4ad9b236ed2d4899a5b9e8002b489293f2881cb2cadab5b199ee1c72"},
|
||||
{file = "chromadb-0.5.5-py3-none-any.whl", hash = "sha256:2a5a4b84cb0fc32b380e193be68cdbadf3d9f77dbbf141649be9886e42910ddd"},
|
||||
{file = "chromadb-0.5.5.tar.gz", hash = "sha256:84f4bfee320fb4912cbeb4d738f01690891e9894f0ba81f39ee02867102a1c4d"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
bcrypt = ">=4.0.1"
|
||||
build = ">=1.0.3"
|
||||
chroma-hnswlib = "0.7.3"
|
||||
chroma-hnswlib = "0.7.6"
|
||||
fastapi = ">=0.95.2"
|
||||
grpcio = ">=1.58.0"
|
||||
httpx = ">=0.27.0"
|
||||
importlib-resources = "*"
|
||||
kubernetes = ">=28.1.0"
|
||||
mmh3 = ">=4.0.1"
|
||||
numpy = ">=1.22.5"
|
||||
numpy = ">=1.22.5,<2.0.0"
|
||||
onnxruntime = ">=1.14.1"
|
||||
opentelemetry-api = ">=1.2.0"
|
||||
opentelemetry-exporter-otlp-proto-grpc = ">=1.2.0"
|
||||
@ -900,11 +905,9 @@ opentelemetry-sdk = ">=1.2.0"
|
||||
orjson = ">=3.9.12"
|
||||
overrides = ">=7.3.1"
|
||||
posthog = ">=2.4.0"
|
||||
pulsar-client = ">=3.1.0"
|
||||
pydantic = ">=1.9"
|
||||
pypika = ">=0.48.9"
|
||||
PyYAML = ">=6.0.0"
|
||||
requests = ">=2.28"
|
||||
tenacity = ">=8.2.3"
|
||||
tokenizers = ">=0.13.2"
|
||||
tqdm = ">=4.65.0"
|
||||
@ -3429,8 +3432,6 @@ files = [
|
||||
{file = "orjson-3.10.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:960db0e31c4e52fa0fc3ecbaea5b2d3b58f379e32a95ae6b0ebeaa25b93dfd34"},
|
||||
{file = "orjson-3.10.6-cp312-none-win32.whl", hash = "sha256:a6ea7afb5b30b2317e0bee03c8d34c8181bc5a36f2afd4d0952f378972c4efd5"},
|
||||
{file = "orjson-3.10.6-cp312-none-win_amd64.whl", hash = "sha256:874ce88264b7e655dde4aeaacdc8fd772a7962faadfb41abe63e2a4861abc3dc"},
|
||||
{file = "orjson-3.10.6-cp313-none-win32.whl", hash = "sha256:efdf2c5cde290ae6b83095f03119bdc00303d7a03b42b16c54517baa3c4ca3d0"},
|
||||
{file = "orjson-3.10.6-cp313-none-win_amd64.whl", hash = "sha256:8e190fe7888e2e4392f52cafb9626113ba135ef53aacc65cd13109eb9746c43e"},
|
||||
{file = "orjson-3.10.6-cp38-cp38-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:66680eae4c4e7fc193d91cfc1353ad6d01b4801ae9b5314f17e11ba55e934183"},
|
||||
{file = "orjson-3.10.6-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:caff75b425db5ef8e8f23af93c80f072f97b4fb3afd4af44482905c9f588da28"},
|
||||
{file = "orjson-3.10.6-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3722fddb821b6036fd2a3c814f6bd9b57a89dc6337b9924ecd614ebce3271394"},
|
||||
@ -3914,53 +3915,6 @@ files = [
|
||||
[package.extras]
|
||||
test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
|
||||
|
||||
[[package]]
|
||||
name = "pulsar-client"
|
||||
version = "3.5.0"
|
||||
description = "Apache Pulsar Python client library"
|
||||
optional = false
|
||||
python-versions = "*"
|
||||
files = [
|
||||
{file = "pulsar_client-3.5.0-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:c18552edb2f785de85280fe624bc507467152bff810fc81d7660fa2dfa861f38"},
|
||||
{file = "pulsar_client-3.5.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:18d438e456c146f01be41ef146f649dedc8f7bc714d9eaef94cff2e34099812b"},
|
||||
{file = "pulsar_client-3.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:18a26a0719841103c7a89eb1492c4a8fedf89adaa386375baecbb4fa2707e88f"},
|
||||
{file = "pulsar_client-3.5.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:ab0e1605dc5f44a126163fd06cd0a768494ad05123f6e0de89a2c71d6e2d2319"},
|
||||
{file = "pulsar_client-3.5.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:cdef720891b97656fdce3bf5913ea7729b2156b84ba64314f432c1e72c6117fa"},
|
||||
{file = "pulsar_client-3.5.0-cp310-cp310-win_amd64.whl", hash = "sha256:a42544e38773191fe550644a90e8050579476bb2dcf17ac69a4aed62a6cb70e7"},
|
||||
{file = "pulsar_client-3.5.0-cp311-cp311-macosx_10_15_universal2.whl", hash = "sha256:fd94432ea5d398ea78f8f2e09a217ec5058d26330c137a22690478c031e116da"},
|
||||
{file = "pulsar_client-3.5.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d6252ae462e07ece4071213fdd9c76eab82ca522a749f2dc678037d4cbacd40b"},
|
||||
{file = "pulsar_client-3.5.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:03b4d440b2d74323784328b082872ee2f206c440b5d224d7941eb3c083ec06c6"},
|
||||
{file = "pulsar_client-3.5.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:f60af840b8d64a2fac5a0c1ce6ae0ddffec5f42267c6ded2c5e74bad8345f2a1"},
|
||||
{file = "pulsar_client-3.5.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:2277a447c3b7f6571cb1eb9fc5c25da3fdd43d0b2fb91cf52054adfadc7d6842"},
|
||||
{file = "pulsar_client-3.5.0-cp311-cp311-win_amd64.whl", hash = "sha256:f20f3e9dd50db2a37059abccad42078b7a4754b8bc1d3ae6502e71c1ad2209f0"},
|
||||
{file = "pulsar_client-3.5.0-cp312-cp312-macosx_10_15_universal2.whl", hash = "sha256:d61f663d85308e12f44033ba95af88730f581a7e8da44f7a5c080a3aaea4878d"},
|
||||
{file = "pulsar_client-3.5.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2a1ba0be25b6f747bcb28102b7d906ec1de48dc9f1a2d9eacdcc6f44ab2c9e17"},
|
||||
{file = "pulsar_client-3.5.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a181e3e60ac39df72ccb3c415d7aeac61ad0286497a6e02739a560d5af28393a"},
|
||||
{file = "pulsar_client-3.5.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:3c72895ff7f51347e4f78b0375b2213fa70dd4790bbb78177b4002846f1fd290"},
|
||||
{file = "pulsar_client-3.5.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:547dba1b185a17eba915e51d0a3aca27c80747b6187e5cd7a71a3ca33921decc"},
|
||||
{file = "pulsar_client-3.5.0-cp312-cp312-win_amd64.whl", hash = "sha256:443b786eed96bc86d2297a6a42e79f39d1abf217ec603e0bd303f3488c0234af"},
|
||||
{file = "pulsar_client-3.5.0-cp38-cp38-macosx_10_15_universal2.whl", hash = "sha256:15b58f5d759dd6166db8a2d90ed05a38063b05cda76c36d190d86ef5c9249397"},
|
||||
{file = "pulsar_client-3.5.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:af34bfe813dddf772a8a298117fa0a036ee963595d8bc8f00d969a0329ae6ed9"},
|
||||
{file = "pulsar_client-3.5.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:27a0fec1dd74e1367d3742ce16679c1807994df60f5e666f440cf39323938fad"},
|
||||
{file = "pulsar_client-3.5.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:dbcd26ef9c03f96fb9cd91baec3bbd3c4b997834eb3556670d31f41cc25b5f64"},
|
||||
{file = "pulsar_client-3.5.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:afea1d0b6e793fd56e56463145751ff3aa79fdcd5b26e90d0da802a1bbabe07e"},
|
||||
{file = "pulsar_client-3.5.0-cp38-cp38-win_amd64.whl", hash = "sha256:da1ab2fb1bef64b966e9403a0a186ebc90368d99e054ce2cae5b1128478f4ef4"},
|
||||
{file = "pulsar_client-3.5.0-cp39-cp39-macosx_10_15_universal2.whl", hash = "sha256:9ad5dcc0eb8d2a7c0fb8e1fa146a0c6d4bdaf934f1169080b2c64b2f0573e086"},
|
||||
{file = "pulsar_client-3.5.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e5870c6805b1a57962ed908d1173e97e13470415998393925c86a43694420389"},
|
||||
{file = "pulsar_client-3.5.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:29cb5fedb969895b78301dc00a979133e69940812b8332e4de948bb0ad3db7cb"},
|
||||
{file = "pulsar_client-3.5.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:e53c74bfa59b20c66adea95023169060f5048dd8d843e6ef9cd3b8ee2d23e93b"},
|
||||
{file = "pulsar_client-3.5.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:99dbadb13967f1add57010971ed36b5a77d24afcdaea01960d0e55e56cf4ba6f"},
|
||||
{file = "pulsar_client-3.5.0-cp39-cp39-win_amd64.whl", hash = "sha256:058887661d438796f42307dcc8054c84dea88a37683dae36498b95d7e1c39b37"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
certifi = "*"
|
||||
|
||||
[package.extras]
|
||||
all = ["apache-bookkeeper-client (>=4.16.1)", "fastavro (>=1.9.2)", "grpcio (>=1.60.0)", "prometheus-client", "protobuf (>=3.6.1,<=3.20.3)", "ratelimit"]
|
||||
avro = ["fastavro (>=1.9.2)"]
|
||||
functions = ["apache-bookkeeper-client (>=4.16.1)", "grpcio (>=1.60.0)", "prometheus-client", "protobuf (>=3.6.1,<=3.20.3)", "ratelimit"]
|
||||
|
||||
[[package]]
|
||||
name = "pyasn1"
|
||||
version = "0.6.0"
|
||||
@ -6454,4 +6408,4 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
|
||||
[metadata]
|
||||
lock-version = "2.0"
|
||||
python-versions = "^3.10"
|
||||
content-hash = "0ecd19c5cdf414368aa81b83ae76ba6db34b1bfc8f32a482d1222d6b839792da"
|
||||
content-hash = "1ee20fdaf020ff9b5930f58b9a9bf313d7afbc347f0d11ceaec9c16f4ca6d567"
|
||||
|
||||
@ -48,6 +48,7 @@ uvicorn = { extras = ["standard"], version = "^0.30.1" }
|
||||
websockets = "^12.0"
|
||||
youtube-transcript-api = "^0.6.2"
|
||||
|
||||
chromadb = "^0.5.5"
|
||||
[tool.poetry.group.dev.dependencies]
|
||||
poethepoet = "^0.26.1"
|
||||
httpx = "^0.27.0"
|
||||
|
||||
Loading…
Reference in New Issue
Block a user