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Sort selected superbooga chunks by insertion order

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For better coherence
This commit is contained in:
oobabooga 2023-05-14 22:19:29 -03:00
parent b07f849e41
commit 897fa60069
2 changed files with 26 additions and 9 deletions
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29
extensions/superbooga/chromadb.py
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@ -45,15 +45,32 @@ class ChromaCollector(Collecter):
self.ids = [f"id{i}" for i in range(len(texts))]
self.collection.add(documents=texts, ids=self.ids)
def get(self, search_strings: list[str], n_results: int) -> list[str]:
def get_documents_and_ids(self, search_strings: list[str], n_results: int):
n_results = min(len(self.ids), n_results)
result = self.collection.query(query_texts=search_strings, n_results=n_results, include=['documents'])['documents'][0]
return result
result = self.collection.query(query_texts=search_strings, n_results=n_results, include=['documents'])
documents = result['documents'][0]
ids = list(map(lambda x: int(x[2:]), result['ids'][0]))
return documents, ids
# Get chunks by similarity
def get(self, search_strings: list[str], n_results: int) -> list[str]:
documents, _ = self.get_documents_and_ids(search_strings, n_results)
return documents
# Get ids by similarity
def get_ids(self, search_strings: list[str], n_results: int) -> list[str]:
n_results = min(len(self.ids), n_results)
result = self.collection.query(query_texts=search_strings, n_results=n_results, include=['documents'])['ids'][0]
return list(map(lambda x: int(x[2:]), result))
_ , ids = self.get_documents_and_ids(search_strings, n_results)
return ids
# Get chunks by similarity and then sort by insertion order
def get_sorted(self, search_strings: list[str], n_results: int) -> list[str]:
documents, ids = self.get_documents_and_ids(search_strings, n_results)
return [x for _, x in sorted(zip(ids, documents))]
# Get ids by similarity and then sort by insertion order
def get_ids_sorted(self, search_strings: list[str], n_results: int) -> list[str]:
_ , ids = self.get_documents_and_ids(search_strings, n_results)
return sorted(ids)
def clear(self):
self.collection.delete(ids=self.ids)