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chroma docs (#1012)

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Harrison Chase
2023-02-12 23:02:01 -08:00
committed by GitHub
parent 0c553d2064
commit 7fb33fca47
18 changed files with 354 additions and 179 deletions
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21
docs/modules/memory/examples/adding_memory_chain_multiple_inputs.ipynb
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@@ -21,7 +21,7 @@
"from langchain.embeddings.cohere import CohereEmbeddings\n",
"from langchain.text_splitter import CharacterTextSplitter\n",
"from langchain.vectorstores.elastic_vector_search import ElasticVectorSearch\n",
"from langchain.vectorstores.faiss import FAISS\n",
"from langchain.vectorstores import Chroma\n",
"from langchain.docstore.document import Document"
]
},
@@ -45,9 +45,18 @@
"execution_count": 4,
"id": "aa70c847",
"metadata": {},
"outputs": [],
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Running Chroma using direct local API.\n",
"Using DuckDB in-memory for database. Data will be transient.\n"
]
}
],
"source": [
"docsearch = FAISS.from_texts(texts, embeddings, metadatas=[{\"source\": i} for i in range(len(texts))])"
"docsearch = Chroma.from_texts(texts, embeddings, metadatas=[{\"source\": i} for i in range(len(texts))])"
]
},
{
@@ -108,7 +117,7 @@
{
"data": {
"text/plain": [
"{'output_text': \" President Biden honored Justice Stephen Breyer, an Army veteran, Constitutional scholar, and retiring Justice of the United States Supreme Court. He thanked Justice Breyer for his service and said that one of the most serious constitutional responsibilities a President has is nominating someone to serve on the United States Supreme Court. He then announced his nomination of Circuit Court of Appeals Judge Ketanji Brown Jackson to continue Justice Breyer's legacy of excellence.\"}"
"{'output_text': ' Tonight, I’d like to honor someone who has dedicated his life to serve this country: Justice Stephen Breyer—an Army veteran, Constitutional scholar, and retiring Justice of the United States Supreme Court. Justice Breyer, thank you for your service.'}"
]
},
"execution_count": 8,
@@ -133,7 +142,7 @@
"text": [
"\n",
"Human: What did the president say about Justice Breyer\n",
"AI: President Biden honored Justice Stephen Breyer, an Army veteran, Constitutional scholar, and retiring Justice of the United States Supreme Court. He thanked Justice Breyer for his service and said that one of the most serious constitutional responsibilities a President has is nominating someone to serve on the United States Supreme Court. He then announced his nomination of Circuit Court of Appeals Judge Ketanji Brown Jackson to continue Justice Breyer's legacy of excellence.\n"
"AI: Tonight, I’d like to honor someone who has dedicated his life to serve this country: Justice Stephen Breyer—an Army veteran, Constitutional scholar, and retiring Justice of the United States Supreme Court. Justice Breyer, thank you for your service.\n"
]
}
],
@@ -166,7 +175,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.9"
"version": "3.9.1"
}
},
"nbformat": 4,