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docs: fix mangled Python formatting in pgvector & Neon vector store guides (#5853)

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Kartik
2026-06-26 16:00:58 +05:30
committed by GitHub
parent d258b638ef
commit a87c9ce367
2 changed files with 32 additions and 33 deletions
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docs/components/vectordbs/dbs/neon.mdx
+17 -18
View File
@@ -21,34 +21,33 @@ from mem0 import Memory
load_dotenv() load_dotenv()
config = { config = {
"vector_store": { "vector_store": {
"provider": "pgvector", "provider": "pgvector",
"config": { "config": {
"connection_string": os.environ["DATABASE_URL"], "connection_string": os.environ["DATABASE_URL"],
"collection_name": "memories", "collection_name": "memories",
"embedding_model_dims": 1536, "embedding_model_dims": 1536,
"hnsw": True, "hnsw": True,
}, },
}, },
} }
m = Memory.from_config(config) m = Memory.from_config(config)
messages = [ messages = [
{"role": "user", "content": "I'm planning to watch a movie tonight. Any recommendations?"}, {"role": "user", "content": "I'm planning to watch a movie tonight. Any recommendations?"},
{"role": "assistant", "content": "How about thriller movies? They can be quite engaging."}, {"role": "assistant", "content": "How about thriller movies? They can be quite engaging."},
{"role": "user", "content": "I'm not a big fan of thriller movies but I love sci-fi movies."}, {"role": "user", "content": "I'm not a big fan of thriller movies but I love sci-fi movies."},
{"role": "assistant", "content": "Got it! I'll avoid thriller recommendations and suggest sci-fi movies in the future."}, {"role": "assistant", "content": "Got it! I'll avoid thriller recommendations and suggest sci-fi movies in the future."},
] ]
m.add(messages, user_id="alice", metadata={"category": "movies"}) m.add(messages, user_id="alice", metadata={"category": "movies"})
results = m.search( results = m.search(
"What movies should I recommend?", "What movies should I recommend?",
filters={"user_id": "alice"}, filters={"user_id": "alice"},
) )
print(results) print(results)
```
````
```typescript TypeScript ```typescript TypeScript
import "dotenv/config"; import "dotenv/config";
@@ -87,7 +86,7 @@ const results = await m.search("What movies should I recommend?", {
}); });
console.log(results); console.log(results);
```` ```
</CodeGroup> </CodeGroup>
docs/components/vectordbs/dbs/pgvector.mdx
+15 -15
View File
@@ -15,27 +15,27 @@ from mem0 import Memory
os.environ["OPENAI_API_KEY"] = "sk-xx" os.environ["OPENAI_API_KEY"] = "sk-xx"
config = { config = {
"vector_store": { "vector_store": {
"provider": "pgvector", "provider": "pgvector",
"config": { "config": {
"user": "test", "user": "test",
"password": "123", "password": "123",
"host": "127.0.0.1", "host": "127.0.0.1",
"port": "5432", "port": "5432",
}, },
} }
} }
m = Memory.from_config(config) m = Memory.from_config(config)
messages = [ messages = [
{"role": "user", "content": "I'm planning to watch a movie tonight. Any recommendations?"}, {"role": "user", "content": "I'm planning to watch a movie tonight. Any recommendations?"},
{"role": "assistant", "content": "How about thriller movies? They can be quite engaging."}, {"role": "assistant", "content": "How about thriller movies? They can be quite engaging."},
{"role": "user", "content": "I'm not a big fan of thriller movies but I love sci-fi movies."}, {"role": "user", "content": "I'm not a big fan of thriller movies but I love sci-fi movies."},
{"role": "assistant", "content": "Got it! I'll avoid thriller recommendations and suggest sci-fi movies in the future."}, {"role": "assistant", "content": "Got it! I'll avoid thriller recommendations and suggest sci-fi movies in the future."},
] ]
m.add(messages, user_id="alice", metadata={"category": "movies"}) m.add(messages, user_id="alice", metadata={"category": "movies"})
```` ```
```typescript TypeScript ```typescript TypeScript
import { Memory } from "mem0ai/oss"; import { Memory } from "mem0ai/oss";
@@ -62,7 +62,7 @@ const messages = [
]; ];
await memory.add(messages, { userId: "alice", metadata: { category: "movies" } }); await memory.add(messages, { userId: "alice", metadata: { category: "movies" } });
```` ```
</CodeGroup> </CodeGroup>