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Update to new OpenAI models #28

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merged 2 commits into from
Jan 29, 2024
Merged

Update to new OpenAI models #28

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390d8d6
Make DEFAULT_MODEL point to latest gpt 4 turbo
maxstrid Jan 29, 2024
3e9cd5d
Update embedding model to text-embedding-3
maxstrid Jan 29, 2024
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2 changes: 1 addition & 1 deletion scripts/encode_data.py
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Original file line number Diff line number Diff line change
Expand Up @@ -28,7 +28,7 @@ def __init__(self, chunk_size=500, parent_chunk_size=1000, child_chunk_size=100,
self.do_parent_document = do_parent_document

self.embeddings_model = OpenAIEmbeddings(
model="text-embedding-ada-002")
model="text-embedding-3-large", dimensions=1536)

self.text_splitter = TokenTextSplitter(chunk_size=chunk_size, chunk_overlap=0)

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2 changes: 1 addition & 1 deletion scripts/query.py
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Expand Up @@ -9,7 +9,7 @@ def main():
client = QdrantClient("0.0.0.0", port=6333)
openai_client = OpenAI()

model = "text-embedding-ada-002"
model = "text-embedding-3-small"
prompt = ""
embeddings = openai_client.embeddings.create(
input = prompt,
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4 changes: 2 additions & 2 deletions src/lib/completion/completion.ts
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Expand Up @@ -11,7 +11,7 @@ import { QdrantClient } from '@qdrant/js-client-rest';

import { default as SYSTEM_PROMPT_TEXT } from './system_prompt';

const DEFAULT_MODEL = 'gpt-4-1106-preview';
const DEFAULT_MODEL = 'gpt-4-turbo-preview';
const DEFAULT_COLLECTION = 'default';

export class ChatbotCompletion {
Expand Down Expand Up @@ -42,7 +42,7 @@ export class ChatbotCompletion {

this.embeddings_model = new OpenAIEmbeddings({
openAIApiKey: openai_api_key,
modelName: 'text-embedding-ada-002'
modelName: 'text-embedding-3-small'
});
this.qdrant_client = new QdrantClient({
url: 'http://' + (process.env.QDRANT_HOST ?? 'localhost') + ':6333'
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