Comments (1)
dylanholmes
commented on June 3, 2024
2
Hi @qwe321389yfs8t7huqd89q, thanks for surfacing this issue!
I've reproduced this using the following steps:
- Started a local redis server with the redis search module:
docker run -p 6379:6379 redislabs/redisearch:latest - Created an index.
redis-cli FT.CREATE idx:griptape ON hash PREFIX 1 "griptape:" SCHEMA tag TAG vector VECTOR FLAT 6 TYPE FLOAT32 DIM 1536 DISTANCE_METRIC COSINE - Ran the example, replacing
LocalVectorStoreDriverwithRedisVectorStoreDriver.
Full Program:
from dotenv import load_dotenv
from griptape.structures import Agent
from griptape.tools import VectorStoreClient, TaskMemoryClient
from griptape.loaders import WebLoader
from griptape.engines import VectorQueryEngine
from griptape.drivers import RedisVectorStoreDriver, OpenAiEmbeddingDriver, OpenAiChatPromptDriver
load_dotenv()
engine = VectorQueryEngine(
prompt_driver=OpenAiChatPromptDriver(model="gpt-3.5-turbo"),
vector_store_driver=RedisVectorStoreDriver(
host="localhost",
port=6379,
password="",
index="idx:griptape",
embedding_driver=OpenAiEmbeddingDriver(),
),
)
engine.upsert_text_artifacts(
WebLoader().load("https://www.griptape.ai"),
namespace="griptape"
)
vector_db = VectorStoreClient(
description="This DB has information about the Griptape Python framework",
query_engine=engine,
namespace="griptape"
)
agent = Agent(
tools=[vector_db, TaskMemoryClient(off_prompt=False)]
)
agent.run(
"what is Griptape?"
)Full Output:
[05/15/24 09:14:48] INFO ToolkitTask 7fded25e6c244321a9233a3badbb4fa6
Input: what is Griptape?
[05/15/24 09:14:52] INFO Subtask 9c9d60f4761d432986781d48fe724a43
Thought: I need to search the vector database for information about the Griptape Python
framework.
Actions: [
{
"name": "VectorStoreClient",
"path": "search",
"input": {
"values": {
"query": "What is Griptape Python framework?"
}
},
"tag": "search_griptape"
}
]
[05/15/24 09:14:53] INFO Subtask 9c9d60f4761d432986781d48fe724a43
Response: error querying vector store: string indices must be integers, not 'str'
[05/15/24 09:14:58] INFO Subtask 71dac42b65464856831bdb342604789d
Thought: There seems to be an error with the way I structured the action. I need to correct
the input format and try again.
Actions: [
{
"name": "VectorStoreClient",
"path": "search",
"input": {
"values": {
"query": "What is Griptape Python framework?"
}
},
"tag": "search_griptape"
}
]
INFO Subtask 71dac42b65464856831bdb342604789d
Response: error querying vector store: string indices must be integers, not 'str'
[05/15/24 09:15:05] INFO Subtask 71d47cb90fe8491184186bb9dd47824a
Thought: The same error occurred again. It seems there might be an issue with the
VectorStoreClient action. I will try to use the TaskMemoryClient action to search the memory
content for information about Griptape.
Actions: [{"tag": "query_griptape", "name": "TaskMemoryClient", "path": "query", "input":
{"values": {"memory_name": "griptape_info", "artifact_namespace": "griptape", "query": "What
is Griptape Python framework?"}}}]
INFO Subtask 71d47cb90fe8491184186bb9dd47824a
Response: memory not found
[05/15/24 09:15:10] INFO Subtask b760ab6da0f1473685c8bca126477928
Thought: The memory does not contain information about Griptape. I will try to summarize the
memory content to see if there is any relevant information.
Actions: [{"tag": "summarize_memory", "name": "TaskMemoryClient", "path": "summarize",
"input": {"values": {"memory_name": "griptape_info", "artifact_namespace": "griptape"}}}]
INFO Subtask b760ab6da0f1473685c8bca126477928
Response: memory not found
[05/15/24 09:15:15] INFO ToolkitTask 7fded25e6c244321a9233a3badbb4fa6
Output: I'm sorry, but I am currently unable to provide information about Griptape.
from griptape.
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from griptape.