Comments (2)
To fix the error related to de-serialization while building the FAISS Search component, you might consider setting the allow_dangerous_deserialization
parameter to True
. However, this is generally not recommended due to security risks.
Here is an example of how you might modify the build
method to include allow_dangerous_deserialization
:
def build(
self,
input_value: Text,
embedding: Embeddings,
folder_path: str,
number_of_results: int = 4,
index_name: str = "langflow_index",
allow_dangerous_deserialization: bool = False # Add this parameter
) -> List[Record]:
if not folder_path:
raise ValueError("Folder path is required to save the FAISS index.")
path = self.resolve_path(folder_path)
vector_store = FAISS.load_local(
folder_path=Text(path),
embeddings=embedding,
index_name=index_name,
allow_dangerous_deserialization=allow_dangerous_deserialization # Pass it here
)
if not vector_store:
raise ValueError("Failed to load the FAISS index.")
return self.search_with_vector_store(
vector_store=vector_store, input_value=input_value, search_type="similarity", k=number_of_results
)
Regarding the safety of setting allow_dangerous_deserialization
to True
, it is generally not safe because it can expose your application to security vulnerabilities, such as arbitrary code execution. Use this option only if you fully understand the risks and have no other alternatives [1].
To continue talking to Dosu, mention @dosu.
from langflow.
vector_store = FAISS.load_local(folder_path=Text(path), embeddings=embedding, index_name=index_name, allow_dangerous_deserialization=True)
no fixes
from langflow.
Related Issues (20)
- The outout of the Chat Input is not been recognized as text by OpenAI model HOT 4
- Error Building Component Error building Component Astra DB: {"errors":[{"message":"Request invalid: field 'command.name' value \"english-test\" not valid. Problem: must match \"[a-zA-Z][a-zA-Z0-9_]*\".","errorCode":"COMMAND_FIELD_INVALID"}]} HOT 1
- ValidationError: 2 validation errors for HumanMessage at v1.0.0a59 HOT 2
- Encountering error in building ASTRA DB Search node in the canvas. Error Building Component Error building Component Astra DB Search: Invalid inputs provided. HOT 4
- API Request ERROR HOT 3
- [Feature Request]: Allow local cassandra connections
- idea
- [Request] Please add openrouter as LLM Model
- Nested chats HOT 1
- Module langflow.inputs not found HOT 1
- CommandError: Multiple head revisions are present for given argument 'head'; please specify a specific target revision, '<branchname>@head' to narrow to a specific head, or 'heads' for all heads HOT 1
- Questions about Run Flow HOT 1
- An error was thrown while using the groq component HOT 1
- Question: Hugging Face API HOT 1
- Issue with Chat Input component HOT 5
- Question: Inquiry on Session Management and Parameter Passing in Langflow API HOT 3
- Langflow Store Suspension HOT 1
- Documentation to use Flow as Tool HOT 3
- Method not Allowed on API HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from langflow.