Sklavit

"The Turing Option"	Modern AI/LLM Equivalent
Agents (mindless basic units)	Individual sub-agents. Tools, skills. Mixture of Experts (MoE).
Agent Societies (agents coordinating together)	Multiple agents working together, Counsil of LLMs
A-brain (primary processing)

Sklavit

const token = localStorage.getItem('token')

const response = await fetch(apiURL, {
        method: 'POST',
        headers: {
            'Content-type': 'application/json',
            'Authorization': `Bearer ${token}`, // notice the Bearer before your token
        },
        body: JSON.stringify(yourNewData)
    })

Sklavit

# @ https://cheat.readthedocs.io/en/latest/python/mock.html

obj.call_count  # number of times it was called
obj.called == obj.call_count > 0
obj.call_args_list  # a list of (args,kwargs), one for each call
obj.call_args  # obj.call_args_list[-1] (args,kwargs from last call)
obj.return_value  # set to what it should return
obj.side_effect  # set to an exception class or instance that should be raised when its called
obj.assert_called() # doesn't work with autospec=True? just assert obj.called
obj.assert_called_with(*args, **kwargs)  # last call was with (*args, **kwargs)

Sklavit

<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!--Created by yFiles for HTML 2.1.0.3-RC3-->
<graphml xsi:schemaLocation="http://graphml.graphdrawing.org/xmlns http://www.yworks.com/xml/schema/graphml.html/2.0/ygraphml.xsd " xmlns="http://graphml.graphdrawing.org/xmlns" xmlns:demostyle="http://www.yworks.com/yFilesHTML/demos/FlatDemoStyle/1.0" xmlns:bpmn="http://www.yworks.com/xml/yfiles-for-html/bpmn/2.0" xmlns:demotablestyle="http://www.yworks.com/yFilesHTML/demos/FlatDemoTableStyle/1.0" xmlns:uml="http://www.yworks.com/yFilesHTML/demos/UMLDemoStyle/1.0" xmlns:compat="http://www.yworks.com/xml/yfiles-compat-arrows/1.0" xmlns:VuejsNodeStyle="http://www.yworks.com/demos/yfiles-vuejs-node-style/1.0" xmlns:y="http://www.yworks.com/xml/yfiles-common/3.0" xmlns:x="http://www.yworks.com/xml/yfiles-common/markup/3.0" xmlns:yjs="http://www.yworks.com/xml/yfiles-for-html/2.0/xaml" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
	<key id="d0" for="node" attr.type="boolean" attr.name="Expanded" y:attr.ur

Sklavit

import dask

class MongoDaskBag:
    def __init__(db_name, collection_name):
        self.db_name =self.db_name
        self.collection_name = collection_name
        
    def bag(self, partition_size: int = 1000, partitions_num: int = None):
        with pymongo.MongoClient() as mongo_client:
            collection = mongo_client[self.db_name][self.collection_name]

Sklavit

class AttentionWithContext(Layer):
    """
        Attention operation, with a context/query vector, for temporal data.
        Supports Masking.
        Follows the work of Yang et al. [https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf]
        "Hierarchical Attention Networks for Document Classification"
        by using a context vector to assist the attention
        # Input shape
            3D tensor with shape: `(samples, steps, features)`.
        # Output shape

Sklavit

# coding=utf-8
import numpy as np
import matplotlib.pyplot as plt
from scipy.spatial import Voronoi
from shapely.geometry import Polygon

def voronoi_finite_polygons_2d(vor, radius=None):
    """
    Reconstruct infinite voronoi regions in a 2D diagram to finite
    regions.

Sklavit

Tornado HTTP web page with embedded Bokeh widget which communicates with other page of the same application

Tornado HTTP web page with embedded Bokeh widget which communicates with other page of the same application.

Features

• Full Tornado server
• Bokeh server is started from Tornado server and is executed in the same ioloop
• Embedded Bohek widget by autoload_server
• 2 web page communication:

Sklavit

test_1
tst_2